Sharp Global Bounds for the Hessian on Pseudo-Hermitian Manifolds
A sharp uniform bound for the distribution of a sum of Bernoulli random variables

A sharp uniform bound for the distribution of a sum of Bernoulli random variables
R. Cominetti∗ J. Vaisman†
Abstract In this paper we establish a uniform bound for the distribution of a sum S n = X1 + · · · + Xn of independent non-homogeneous Bernoulli random variables with P(Xi = 1) = pi . Specifically, we prove that σ n P(S n = i) ≤ M where σ n denotes the standard deviation of S n and √ uk 2 the constant M ∼ 0.4688 is the maximum of u → 2u e−2u ∞ k =0 ( k ! ) .
∗
σ n P(S n= i) ≤ M
(1)
1
Chebyshev, Hoeffding, and Chernoff bounds— which focus on finding sharp estimates for P(|S− E(S )| ≥ t) when S is a sum of n i.i.d. random variables and t > 0. Such large deviations bounds [1, 2, 3, 4, 5, 7, 9, 10, 12, 13] are very useful in probability and statistics, providing formulas of the type P(|S− E(S )| ≥ t) ≤ f (nt2 ) with f (0) ≥ 1 and limx→∞ f (x) = 0 usually with an exponential decay. In our particular context, this implies that P(S n= i) tends to 0 whenever i stays away from the mean E(S n ), a stronger conclusion which does not follow from (1). Thus, the main addition of Theorem 1 is that it can deal with all values of i, including those which are close to the mean. This uniform bound has already proved useful for addressing two very different and unrelated questions: (a) to study the rate of convergence of Mann’s iterates for non-expansive linear operators (see [15]); and (b) to give an approximation guarantee for an algorithm in combinatorial optimization (see [6]). We hope that the bound may be useful in other settings as well. In the rest of the paper we present the proof of Theorem 1. In §2 this proof is split into a series of basic steps, each one using only elementary tools that fit together in a surprisingly sharp way to yield the announced result. In the short final section §3 we discuss a simple extension of the main result to the case of sums and differences of Bernoullis, as well as limits of such variables which includes the difference of Poisson distributions.
经济学人双语阅读:超级计算 更深奥的思维

【经济学人】双语阅读:超级计算更深奥的思维Science and technology科学技术Supercomputing超级计算Deeper thought更深奥的思维The world has a new fastest computer, thanks to video games多亏电子游戏,让世界拥有了一台新的最快的计算机The ultimate games machine终极游戏机SPEED fanatics that they are, computer nerds like to check the website of Top500, a collaboration between German and American computer scientists that keeps tabs on which of the world's supercomputers is the fastest.作为速度控,电脑迷们喜欢查看Top500的网站,该网站是由德国和美国的计算机科学家合办,记录世界上最快的超级计算机。
On November 12th the website released its latest list, and unveiled a new champion.11月12日,该网站发布了最新榜单,揭开了新一任冠军的面纱。
The computer in question is called Titan, and it lives at Oak Ridge National Laboratory, in Tennessee.获得冠军的计算机名为泰坦,居于田纳西州的橡树岭国家实验室,It took first place from another American machine, IBM's Sequoia, which is housed at Lawrence Livermore National Laboratory, in California.它是击败了另一台美国的计算机-IBM的红杉而取得冠军的,红杉位于加利福尼亚州的劳伦斯利物莫国家实验室。
《马斯克传》中逆向思维在文中的原话

英文回答:In the literary work entitled 'Elon Musk: Tesla, SpaceX, and the Quest for a Fantastic Future', the concept of reverse thinking is expounded upon in relation to Elon Musk's innovative approach to problem-solving. Musk advocates formencing with the desired oue and systematically working backwards to discern the necessary steps for its attainment. This methodical approach affords him the ability to deconstructplex problems into manageableponents, thereby facilitating the identification of creative solutions that may elude others. Musk's adeptness at reverse thinking has been a pivotal determinant in his capacity as a trailblazing entrepreneur and innovator.文学作品"埃隆·穆斯克:特斯拉"(Elon Musk: Tesla, SpaceX)和"寻找奇妙的未来"(Quest for a Wantific Future)中,结合埃隆·穆斯克解决问题的创新方法,阐述了反向思维的概念。
英语翻译

第七单元不管是在运动场上、商界、政界还是其他领域,人们都力争成为本领域最为优秀的人,这是竞争通常展示的人的最好的一面。
事实上,公平、友好的竞争常常会产生新的体育运动成果、科学发明或者解决社会问题的有效方法。
而当竞争充满敌意或是很残酷时,就可能产生对抗——这就会显现出人的最恶劣的一面。
"Competition" usually brings out the best in people, as they strive to be top in their field, whether in sport, community affairs, politics or work. In fact, fair and friendly competition often leads to new sporting achievements, scientific inventions or outstanding effort in solving a community problem. When competition becomes unfriendly or bitter, though, conflict can begin - and this can bring out the worst in people.第八单元太阳给地球提供的能量非常巨大。
太阳照射地球约40分钟所产生的能量足以供人类使用一年。
可以说,太阳能是真正取之不尽、用之不竭的能源。
而且太阳能发电绝对清洁,无公害。
所以,太阳能被誉为理想的能源。
The sun's capability to power the planet is phenomenal. When exposed to the sun for about 40 minutes, the earth can receive an unimaginably huge amount of energy enough to supply our entire needs for one year's energy consumption. Besides, solar power is said to be an inexhaustible source. Solar power is absolutely clean and without pollution. Thus it is regarded as an ideal power to the people.第九单元一名足球裁判因在执法比赛时射入一球而被停职。
最新2000-考研英语历年真题和答案(英语一)

ui2013年考研英语(一)真题.................................................................................................. 5Section I Use of English5 Section II Reading Comprehension. (7)Part A (7)Part B (16)Part C (19)Section III Writing (20)Part A (21)Part B (21)2013考研英语(一)答案 (22)Section I Use of English (22)Section II Reading Comprehension (25)Section III Writing (33)2012年考研英语(一)试题 (35)Section I Use of English (35)Section II Reading Comprehension (36)Part A (36)Part B (45)Part C (47)Section III Writing (48)Part A (48)Part B (48)2012考研英语(一)答案 (50)Section I (50)Section II Reading Comprehension (54)作文 (67)2011考研英语(一)试题 (71)Section I Use of English (71)Section II Reading Comprehension (72)Part A (72)Part B (81)Part C (83)Section ⅢWriting (84)Part A (84)Part B (84)2011考研英语(一)答案 (86)Section I Use of English (86)Section II Reading Comprehension (88)Section III Writing (95)2010年考研英语(一)试题 (97)Section I Use of English (97)Section II Reading Comprehension (98)Part A (98)Part B (105)Part C (106)Section ⅢWriting (107)Part A (107)Part B (107)2009年考研英语(一)试题 (109)Section I Use of English (109)Section I I Reading comprehension (110)Part A (110)Part B (117)Part C (118)Section ⅢWriting (119)Part A (119)Part B (119)2009年考研英语(一)答案 (121)Section I: Use of English (10 points) (121)Section II: Reading Comprehension (60 points) (121)Section III: Writing (30 points) (121)2008年考研英语(一)试题 (123)Section I Use of English (123)Section II Reading Comprehension (124)Part A (124)Part B (131)Part C (132)Section III Writing (133)Part A (133)Part B (133)2008年考研英语(一)答案 (135)Section I: Use of English (10 points) (135)Section II: Reading Comprehension (60 points) (135)Section III: Writing (30 points) (135)2007年考研英语(一)试题 (137)Section I Use of English (137)Section II Reading Comprehension (141)Part A (141)Part B (148)Part C (150)Section III Writing (151)Part A (151)Part B (151)2007年考研英语(一)答案 (153)Section I: Use of English (10 points) (153)Section II: Reading Comprehension (60 points) (153)Section III: Writing (30 points) (153)2006年考研英语(一)试题 (155)Section I Use of English (155)Section II Reading Comprehension (159)Part A (159)Part B (166)Section III Writing (169)Part A (169)Part B (169)2006年考研英语(一)答案 (171)Section I: Use of English (10 points) (171)Section II: Reading Comprehension (60 points) (171)Section III: Writing (30 points) (171)2005年考研英语(一)试题 (173)Section I Use of English (173)Section II Reading Comprehension (177)Part A (177)Part B (184)Part C (186)Section III Writing (187)Part A (187)Part B (187)2005年考研英语真题答案 (189)Section I: Use of English (10 points) (189)Section II: Reading Comprehension (60 points) (189)Section III: Writing (30 points) (189)2004年考研英语(一)试题 (191)Section II Use of English (191)Section III Reading Comprehension (195)Part A (195)Part B (202)Section IV Writing (203)2004年考研英语(一)答案 (205)Section I: Listening Comprehension (20 points) (205)Section II: Use of English (10 points) (205)Section III: Reading Comprehension (50 points) (205)Section IV: Writing (20 points) (206)2003年考研英语(一)试题 (207)Section II Use of English (207)Section III Reading Comprehension (211)Part A (211)Part B (218)Section IV Writing (219)2003年考研英语(一)答案 (221)Section I: Listening Comprehension (20 points) (221)Section II: Use of English (10 points) (221)Section III: Reading Comprehension (50 points) (221)Section IV: Writing (20 points) (222)2002年考研英语(一)试题 (223)Section I Listening Comprehension (223)Part B (224)Part C (224)Section II Use of English (227)Section III Reading Comprehension (231)Part A (231)Part B (239)Section IV Writing (240)2002年考研英语(一)答案 (242)Section I: Listening Comprehension (20 points) (242)Section II: Use of English (10 points) (242)Section III: Reading Comprehension (50 points) (242)Section IV: Writing (20 points) (243)2001年考研英语(一)试题 (244)Section I Structure and Vocabulary (244)Part A (244)Part B (247)Section II Cloze Test (252)Section III Reading Comprehension (256)Section IV English-Chinese Translation (264)Section V Writing (265)2001年考研英语(一)答案 (267)Section I: Structure and Vocabulary (15 points) (267)Section II: Cloze Text (10 points) (267)Section III: Reading Comprehension (40 points) (267)Section IV: English-Chinese Translation (15 points) (267)Section V: Writing (20 points) (268)2000年考研英语(一)试题 (269)Section I Structure and Vocabulary (269)Part A (269)Part B (271)Part C (273)Section II Cloze Test (278)Section III Reading Comprehension (280)Section IV English-Chinese Translation (288)Section V Writing (289)2000年考研英语(一)答案 (291)Section I: Structure and Vocabulary (20 points) (291)Section III: Reading Comprehension (40 points) (291)Section IV: English-Chinese Translation (15 points) (291)Section V: Writing (15 points) (292)2013年考研英语(一)真题Section I Use of EnglishDirections: Read the following text. Choose the best word(s) for each numbered blank and mark A, B, C or D on ANSWER SHEET 1. (10 points)People are, on the whole, poor at considering background information when making individual decisions. At first glance this might seem like a strength that ___1___ the ability to make judgments which are unbiased by ___2___ factors. But Dr Simonton speculated that an inability to consider the big ___3___ was leading decision-makers to be biased by the daily samples of information they were working with. ___4___, he theorized that a judge ___5___ of appearing too soft ___6___crime might be more likely to send someone to prison ___7___he had already sentenced five or six other defendants only to forced community service on that day.To ___8___this idea, they turned their attention to the university-admissions process. In theory, the ___9___ of an applicant should not depend on the few others___10___ randomly for interview during the same day, but Dr Simonton suspected the truth was___11___.He studied the results of 9,323 MBA interviews ___12___ by 31 admissions officers. The interviewers had ___13___ applicants on a scale of one to five. This scale ___14___ numerous factors into consideration. The scores were ___15___ used in conjunction w ith an applicant’s score on the GMAT, a standardized exam which is ___16___out of 800 points, to make a decision on whether to accept him or her.Dr Simonton found if the score of the previous candidate in a daily series of interviewees was 0.75 points or more higher than that of the one ___17___ that, then the score for the next applicantwould___18___ by an average of 0.075 points. This might sound small, but to___19___the effects of such a decrease a candidate would need 30 more GMAT points than would otherwise have been ___20___.1. A grants B submits C transmits D delivers2. A minor B external C crucial D objective3. A issue B vision C picture D moment4. A Above all B On average C In principle D For example5. A fond B fearful C capable D thoughtless6. A in B for C to D on7. A if B until C though D unless8. A. test B. emphasize C. share D. promote9. A. decision B. quality C. status D. success10. A. found B. studied C. chosen D. identified11. A. otherwise B. defensible C. replaceable D. exceptional12. A. inspired B. expressed C. conducted D. secured13. A. assigned B. rated C. matched D. arranged14. A. put B. got C. took D. gave15. A. instead B. then C. ever D. rather16. A. selected B. passed C. marked D. introduced17. A below B after C above D before18. A jump B float C fluctuate D drop19. A achieve B undo C maintain D disregard20. A necessary B possible C promising D helpfulSection II Reading ComprehensionPart ADirections: Read the following four texts. Answer the questions below each text by choosing A, B, C or D. Mark your answers on ANSWER SHEET 1. (40 points)Text 1In the 2006 film version of The Devil Wears Prada ,Miranda Priestly, played by Meryl Streep, scolds her unattractive assistant for imagining that high fashion doesn’t affect her, Priestly explains how the deep blue color of the assistant’s sweater descended over the years from fashion shows to departments stores and to the bargain bin in which the poor girl doubtless found her garment.This top-down conception of the fashion business couldn`t be more out of date or at odds with the feverish would described in Overdressed, Elizabeth Cline`s three-year indictment of “fast fashion”. In the last decade or so, advances in technology have allowed mass-market labels such as Zara, H&M, and Uniqlo to react to trends more quickly and anticipate demand more precisely. Quicker turnarounds mean less wasted inventory, more frequent release, and more profit. These labels encourage style-conscious consumers to see clothes as disposable-meant to last only a wash or two, although they don’t advertise that –and to renew their wardrobe every few weeks. By offering on-trend items at dirt-cheap prices, Cline argues, these brands have hijacked fashion cycles, shaking an industry long accustomed to a seasonal pace.The victims of this revolution, of course, are not limited to designers. For H&M to offer a $5.95 knit miniskirt in all its 2,300-pius stores around the world, it must rely on low-wage overseas labor, order in volumes that strain natural resources, and use massive amounts of harmful chemicals.Overdressed is the fashion world`s answer to consumer-activist bestsellers like Michael Pollan`s. The Omnivore`s Dilemma. “Mass-produced clothing ,like fast food, fills a hunger and need, yet is non-durable and wasteful,”Cline argues. Americans, she finds, buy roughly 20 billion garments a year – about 64 items per person – and no matter how much they give away, this excess leads to waste.Towards the end of Overdressed, Cline introduced her ideal, a Brooklyn woman named Sarah Kate Beaumont, who since 2008 has made all of her own clothes –and beautifully. But as Cline is the first to note, it took Beaumont decades to perfect her craft; he r example can’t be knocked off.Though several fast-fashion companies have made efforts to curb their impact on labor and the environment –including H&M, with its green Conscious Collection line –Cline believes lasting change can only be effected by the customer. She exhibits the idealism common to many advocates of sustainability, be it in food or in energy. Vanity is a constant; people will only start shopping more sustainably when they can’t afford not to.21. Priestly criticizes her assistant for her[A] poor bargaining skill.[B] insensitivity to fashion.[C] obsession with high fashion.[D] lack of imagination.22. According to Cline, mass-market labels urge consumers to[A] combat unnecessary waste.[B] shut out the feverish fashion world.[C] resist the influence of advertisements.[D] shop for their garments more frequently.23. The word “indictment”(Line 3, Para.2) is closest in meaning to[A] accusation.[B] enthusiasm.[C] indifference.[D] tolerance.24. Which of the following can be inferred from the last paragraph?[A] Vanity has more often been found in idealists.[B] The fast-fashion industry ignores sustainability.[C] People are more interested in unaffordable garments.[D] Pricing is vital to environment-friendly purchasing.25. What is the subject of the text?[A] Satire on an extravagant lifestyle.[B] Challenge to a high-fashion myth.[C] Criticism of the fast-fashion industry.[D] Exposure of a mass-market secret.Text 2An old saying has it that half of all advertising budgets are wasted-the trouble is, no one knows which half. In the internet age, at least in theory, this fraction can be much reduced. By watching what people search for, click on and say online, compani es can aim “behavioral” ads at those most likely to buy.In the past couple of weeks a quarrel has illustrated the value to advertisers of such fine-grained information: Should advertisers assume that people are happy to be tracked and sent behavioral ads? Or should they have explicit permission?In December 2010 America's Federal Trade Commission (FTC) proposed adding a "do not track "(DNT) option to internet browsers ,so that users could tell advertisers that they did not want to be followed .Microsoft's Internet Explorer and Apple's Safari both offer DNT ;Google's Chrome is due to do so this year. In February the FTC and Digital Advertising Alliance (DAA) agreed that the industry would get cracking on responding to DNT requests.On May 31st Microsoft Set off the row: It said that Internet Explorer 10, the version due to appear windows 8, would have DNT as a default.It is not yet clear how advertisers will respond. Getting a DNT signal does not oblige anyone to stop tracking, although some companies have promised to do so. Unable to tell whether someone really objects to behavioral ads or whether they are sticking w ith Microsoft’s default, some may ignore a DNT signal and press on anyway.Also unclear is why Microsoft has gone it alone. After all, it has an ad business too, which it says will comply with DNT requests, though it is still working out how. If it is trying to upset Google, which relies almost wholly on default will become the norm. DNT does not seem an obviously huge selling point for windows 8-though the firm has compared some of its other products favorably with Google's on that count before. Brendon Lynch, MMicrosoft's chief privacy officer, blogged: "we believe consumers should have more control." Could it really be that simple?26. It is suggested in paragraph 1 that “behavioral”ads help advertisers to:[A] ease competition among themselves[B] lower their operational costs[C] avoid complaints from consumers[D] provide better online services27. “The industry”(Line 6,Para.3) refers to:[A] online advertisers[B] e-commerce conductors[C] digital information analysis[D] internet browser developers28. Bob Liodice holds that setting DNT as a default[A] many cut the number of junk ads[B] fails to affect the ad industry[C] will not benefit consumers[D] goes against human nature29. which of the following is true according to Paragraph.6?[A] DNT may not serve its intended purpose[B] Advertisers are willing to implement DNT[C] DNT is losing its popularity among consumers[D] Advertisers are obliged to offer behavioral ads30. The author's attitude towards what Brendon Lynch said in his blog is one of:[A] indulgence[B] understanding[C] appreciation[D] skepticismText 3Up until a few decades ago, our visions of the future were largely - though by no means uniformly - glowingly positive. Science and technology would cure all the ills of humanity, leading tolives of fulfillment and opportunity for all.Now utopia has grown unfashionable, as we have gained a deeper appreciation of the range of threats facing us, from asteroid strike to epidemic flu and to climate change. You might even be tempted to assume that humanity has little future to look forward to.But such gloominess is misplaced. The fossil record shows that many species have endured for millions of years - so why shouldn't we? Take a broader look at our species' place in the universe, and it becomes clear that we have an excellent chance of surviving for tens, if not hundreds, of thousands of years . Look up Homo sapiens in the "Red List" of threatened species of the International Union for the Conversation of Nature (IUCN) ,and you will read: "Listed as Least Concern as the species is very widely distributed, adaptable, currently increasing, and there are no major threats resulting in an overall population decline."So what does our deep future hold? A growing number of researchers and organizations are now thinking seriously about that question. For example, the Long Now Foundation has its flagship project a medical clock that is designed to still be marking time thousands of years hence.Perhaps willfully, it may be easier to think about such lengthy timescales than about the more immediate future. The potential evolution of today's technology, and its social consequences, is dazzlingly complicated, and it's perhaps best left to science fiction writers and futurologists to explore the many possibilities we can envisage. That's one reason why we have launched Arc, a new publication dedicated to the near future.But take a longer view and there is a surprising amount that we can say with considerable assurance. As so often, the past holds the key to the future: we have now identified enough of the long-term patterns shaping the history of the planet, and our species, to make evidence-based forecasts about the situations in which our descendants will find themselves.This long perspective makes the pessimistic view of our prospects seem more likely to be a passing fad. To be sure, the future is not all rosy. But we are now knowledgeable enough to reduce many of the risks that threatened the existence of earlier humans, and to improve the lot of those to come.31. Our vision of the future used to be inspired by[A] our desire for lives of fulfillment[B] our faith in science and technology[C] our awareness of potential risks[D] our belief in equal opportunity32. The IUCN`s “Red List”suggest that human being are[A] a sustained species[B] a threaten to the environment[C] the world`s dominant power[D] a misplaced race33. Which of the following is true according to Paragraph 5?[A] Arc helps limit the scope of futurological studies.[B] Technology offers solutions to social problem.[C] The interest in science fiction is on the rise.[D] Our Immediate future is hard to conceive.34. To ensure the future of mankind, it is crucial to[A] explore our planet`s abundant resources[B] adopt an optimistic view of the world[C] draw on our experience from the past[D] curb our ambition to reshape history35. Which of the following would be the best title for the text?[A] Uncertainty about Our Future[B] Evolution of the Human Species[C] The Ever-bright Prospects of Mankind[D] Science, Technology and HumanityText 4On a five to three vote, the Supreme Court knocked out much of Arizona's immigration law Monday-a modest policy victory for the Obama Administration. But on the more important matter of the Constitution, the decision was an 8-0 defeat for the federal government and the states.In Arizona, United States, the majority overturned three of the four contested provisions of Arizona's controversial plan to have state and local police enforce federal immigrations law. The Constitutional principles that Washington alone has the power to "establish a uniform Rule of naturalization" and that federal laws precede state laws are noncontroversial. Arizona had attempted to fashion state police that ran to the existing federal ones.Justice Anthony Kennedy, joined by Chief Justice John Roberts and the Court's liberals, ruled that the state flew too close to the federal sun. On the overturned provisions the majority held the congress had deliberately "occupied the field" and Arizona had thus intruded on the federal's privileged powersHowever, the Justices said that Arizona police would be allowed to verify the legal status of people who come in contact with law enforcement. That`s because Congress has always envisioned joint federal-state immigration enforcement and explicitly encourages state officers to share information and cooperate with federal colleagues.Two of the three objecting Justice-Samuel Alito and Clarence Thomas-agreed with this Constitutional logic but disagreed about which Arizona rules conflicted with the federal statute. The only major objection came from Justice Antonin Scalia, who offered an even more robust defense of state privileges going back to the alien and Sedition Acts.The 8-0 objection to President Obama turns on what Justice Samuel Alito describes in his objection as “a shocking assertion of federal executive power”. The White House argued the Arizona`s laws conflicted with its enforcement priorities, even if state laws complied with federal statutes to the letter. In effect, the White House claimed that it could invalidate any otherwise legitimate state law that it disagrees with.Some powers do belong exclusively to the federal government, and control of citizenship and the borders is among them. But if Congress wanted to prevent states from using their own resources to check immigration status. It never did so. The administration was in essence asserting that because it didn't want to carry out Congress's immigration wishes, no state should be allowed to do so either. Every Justice rightly rejected this remarkable claim.36. Three provisions of Arizona`s plan were overturned because they[A] deprived the federal police of Constitutional powers.[B] disturbed the power balance between different states.[C] overstepped the authority of federal immigration law.[D] contradicted both the federal and state policies.37. On which of the following did the Justices agree, according to Paragraph4?[A] Federal officers` duty to withhold immigrants` information.[B] States` independence from federal immigration law.[C] States` legitimate role in immigration enforcement.[D] Congress`s intervention in immigration enforcement.38. It can be inferred from Paragraph 5 that the Alien and Sedition Acts[A] violated the Constitution.[B] undermined the states` interests.[C] supported the federal statute.[D] stood in favor of the states.39. The White House claims that its power of enforcement[A] Outweighs that held by the states.[B] is dependent on the states` support.[C] is established by federal statutes.[D] rarely goes against state laws.40. What can be learned from the last paragraph?[A] Immigration issues are usually decided by Congress.[B] Justices intended to check the power of the Administration.[C] Justices wanted to strengthen its coordination with Congress.[D] The Administration is dominant over immigration issues.Part BDirections:In the following text, some sentences have been removed. For Questions 41-45, choose the most suitable one from the list A-G to fit into each of the numbered blanks. There are two extra choices, which do not fit in any of the blanks. Mark your answers on ANSWER SHEET1.(10 points)The social sciences are flourishing. As of 2005, there were almost half a million professional socialscientists from all fields in the world, working both inside and outside academia. According to the World Social Science Report 2010, the number of social-science students worldwide has swollen by about 11% every year since 2000.Yet this enormous resource in not contributing enough to today`s global challenges including climate change, security, sustainable development and health.(41)______Humanity has the necessary agro-technological tools to eradicate hunger , from genetically engineered crops to artificial fertilizers . Here, too, the problems are social: the organization and distribution of food, wealth and prosperity.(42)____This is a shame—the community should be grasping the opportunity to raise its influence in the real world. To paraphrase the great social scientist Joseph Schumpeter: there is no radical innovation without creative destruction.Today, the social sciences are largely focused on disciplinary problems and internal scholarly debates, rather than on topics with external impact.Analyses reveal that the number of papers including the keywords “environmental changed”or “climate change”have increased rapidly since 2004,(43)____When social scientists do tackle practical issues, their scope is often local: Belgium is interested mainly in the effects of poverty on Belgium for example .And whether the community’s work contributes much to an overall accumulation of knowledge is doubtful.The problem is not necessarily the amount of available funding (44)____this is an adequate amount so long as it is aimed in the right direction. Social scientists who complain about a lack of funding should not expect more in today`s economic climate.The trick is to direct these funds better. The European Union Framework funding programs have long had a category specifically targeted at social scientists. This year, it was proposed that system bechanged: Horizon 2020, a new program to be enacted in 2014, would not have such a category. This has resulted in protests from social scientists. But the intention is not to neglect social science; rather, the complete opposite. (45)____That should create more collaborative endeavors and help to develop projects aimed directly at solving global problems.[A] It could be that we are evolving two communities of social scientists: one that is discipline-oriented and publishing in highly specialized journals, and one that is problem-oriented and publishing elsewhere, such as policy briefs.[B] However, the numbers are still small: in 2010, about 1,600 of the100,000 social-sciences papers published globally included one of these keywords.[C] The idea is to force social to integrate their work with other categories, including health and demographic change food security, marine research and the bio-economy, clear, efficient energy; and inclusive, innovative and secure societies.[D] The solution is to change the mindset of the academic community, and what it considers to be its main goal. Global challenges and social innovation ought to receive much more attention from scientists, especially the young ones.[E] These issues all have root causes in human behavior. All require behavioral change and social innovations, as well as technological development. Stemming climate change, for example, is as much about changing consumption patterns and promoting tax acceptance as it is about developing clean energy.[F] Despite these factors, many social scientists seem reluctant to tackle such problems. And in Europe, some are up in arms over a proposal to drop a specific funding category for social-science research and to integrate it within cross-cutting topics of sustainable development.[G] During the late 1990s , national spending on social sciences and the humanities as apercentage of all research and development funds-including government, higher education, non-profit and corporate -varied from around 4% to 25%; in most European nations , it is about 15%. Part CDirections: Read the following text carefully and then translate the underlined segments into Chinese. Your translation should be written clearly on ANSWER SHEET 2. (10 points) It is speculated that gardens arise from a basic need in the individuals who made them: the need for creative expression. There is no doubt that gardens evidence an impossible urge to create, express, fashion, and beautify and that self-expression is a basic human urge; (46) Yet when one looks at the photographs of the garden created by the homeless, it strikes one that, for all their diversity of styles, these gardens speak of various other fundamental urges, beyond that of decoration and creative expression.One of these urges had to do with creating a state of peace in the midst of turbulence, a “still point of the turning world,”to borrow a phrase from T. S. Eliot. (47)A sacred place of peace, however crude it may be, is a distinctly human need, as opposed to shelter, which is a distinctly animal need. This distinction is so much so that where the latter is lacking, as it is for these unlikely gardens, the former becomes all the more urgent. Composure is a state of mind made possible by the structuring of one’s relation to one’s environment. (48) The gardens of the homeless which are in effect homeless gardens introduce from into an urban environment where it either didn’t exist or was not discernible as such. In so doing they give composure to a segment of the inarticulate environment in which they take their stand.Another urge or need that these gardens appear to respond to, or to arise from is so intrinsic that we are barely ever conscious of its abiding claims on us. When we are deprived of green, of plants, of trees, (49) most of us give into a demoralization of spirit which we usually blame on some。
中级口译翻译笔记

历年翻译真题语言点97/3SECTION 3(中美关系中美合作)The shape1of the world is changing almost as dramatically2as this city's skyline3. Today the cold war is over. The risk of the global nuclear4conflict5 has been greatly reduced and the free flow of6 goods and ideas is bringing to life7 the concept of a global village. But just as all nations can benefit from8 the promise9 of this new world, no nation is immune10 to its perils11. We all have a stake in12 building peace and prosperity, and in confronting13 threats that respect s14 no borders—terrorism and drug15trafficking16, disease and environmental destruction. To meet these challenges most effectively, China and the United States must act in concert17. Some argue that with the Cold War's end, the strategic importance of the US-China relationship has diminished18. I believe they have it exactly backwards. As a new century begins, the importance of strengthening19 the ties between the United States and China will grow even greater.[语言点]1. shape 格局,面貌2.dramatically 戏剧地,引人注目地3.skyline 空中轮廓4.nuclear 核[相关]nuclear issue 核问题nuclear power 核能nuclear weapon 核武器DPRK 北韩5.conflict 冲突6.the free flow of 自由流通7.bring to life 孕育了8.benefit from受益于9.promise 前途,指望10.immune 免疫,免遭11.peril 危害12.have a stake in 柱子;股份;厉害关系13.confront 抵御14.respect 着重,注重15.drug 毒品,药品[相关]drug store 小卖部pharmacy 药店16.traffic 走私,贩卖17.act in concert 协力而为,合作18.diminish 减少19.strengthen 加强[参考译文]世界的面貌正在发生引人注目的变化,其变化之快几乎就象这座城市德空中轮廓。
托福TPO8阅读真题文本及参考答案Part3

托福TPO8阅读真题文本及参考答案Part3TPO对于我们的托福备考非常有用,大家还在苦于找不到资料吗?下面小编给大家带来托福TPO8阅读真题文本及参考答案Part3,希望可以帮助到你们。
托福TPO8阅读真题文本Part3Running Water on MarsPhotographic evidence suggests that liquid water once existed in great quantity on the surface of Mars. Two types of flow features are seen: runoff channels and outflow channels. Runoff channels are found in the southern highlands. These flow features are extensive systems-sometimes hundreds of kilometers in total length-of interconnecting, twisting channels that seem to merge into larger, wider channels. They bear a strong resemblance to river systems on Earth, and geologists think that they are dried-up beds of long-gone rivers that once carried rainfall on Mars from the mountains down into the valleys. Runoff channels on Mars speak of a time 4 billion years ago (the age of the Martian highlands), when the atmosphere was thicker, the surface warmer, and liquid water widespread.Outflow channels are probably relics of catastrophic flooding on Mars long ago. They appear only in equatorial regions and generally do not form extensive interconnected networks. Instead, they are probably the paths taken by huge volumes of water draining from the southern highlands into the northern plains. The onrushing water arising from these flash floods likely also formed the odd teardrop-shaped "islands" (resembling the miniature versions seen in the wet sand of our beaches at low tide) that have been found on the plains close to the ends of the outflow channels. Judging from the width and depth of thechannels, the flow rates must have been truly enormous-perhaps as much as a hundred times greater than the 105 tons per second carried by the great Amazon river. Flooding shaped the outflow channels approximately 3 billion years ago, about the same times as the northern volcanic plains formed.Some scientists speculate that Mars may have enjoyed an extended early Period during which rivers, lakes, and perhaps even oceans adorned its surface. A 2003 Mars Global Surveyor image shows what mission specialists think may be a delta-a fan-shaped network of channels and sediments where a river once flowed into a larger body of water, in this case a lake filling a crater in the southern highlands. Other researchers go even further, suggesting that the data provide evidence for large open expenses of water on the early Martian surface. A computer-generated view of the Martian north polar region shows the extent of what may have been an ancient ocean covering much of the northern lowlands. The Hellas Basin, which measures some 3,000 kilometers across and has a floor that lies nearly 9 kilometers below the basin's rim, is another candidate for an ancient Martian sea.These ideas remain controversial. Proponents point to features such as the terraced "beaches" shown in one image, which could conceivably have been left behind as a lake or ocean evaporated and the shoreline receded. But detractors maintain that the terraces could also have been created by geological activity, perhaps related to the geologic forces that depressed the Northern Hemisphere far below the level of the south, in which case they have nothing whatever to do with Martian water. Furthermore, Mars Global Surveyor data released in 2003 seem to indicate that the Martian surface contains too few carbonaterock layers-layers containing compounds of carbon and oxygen-that should have been formed in abundance in an ancient ocean. Their absence supports the picture of a cold, dry Mars that never experienced the extended mild period required to form lakes and oceans. However, more recent data imply that at least some parts of the planet did in fact experience long periods in the past during which liquid water existed on the surface.Aside from some small-scale gullies (channels) found since 2000, which are inconclusive, astronomers have no direct evidence for liquid water anywhere on the surface of Mars today, and the amount of water vapor in the Martian atmosphere is tiny. Yet even setting aside the unproven hints of ancient oceans, the extent of the outflow channels suggests that a huge total volume of water existed on Mars in the past. Where did all the water go? The answer may be that virtually all the water on Mars is now locked in the permafrost layer under the surface, with more contained in the planet's polar caps.Paragraph 1: Photographic evidence suggests that liquid water once existed in great quantity on the surface of Mars. Two types of flow features are seen: runoff channels and outflow channels. Runoff channels are found in the southern highlands. These flow features are extensive systems-sometimes hundreds of kilometers in total length-of interconnecting, twisting channels that seem to merge into larger, wider channels. They bear a strong resemblance to river systems on Earth, and geologists think that they are dried-up beds of long-gone rivers that once carried rainfall on Mars from the mountains down into the valleys. Runoff channels on Mars speak of a time 4 billion years ago (the age of the Martian highlands), when the atmosphere was thicker, the surface warmer, and liquid waterwidespread.托福TPO8阅读真题题目Part31. The word "merge" in the passage is closest in meaning to○ expa nd○ separate○ straighten out○ combine2. What does the discussion in paragraph 1 of runoff channels in the southern highlands suggest about Mars? ○The atmosphere of Mars was once thinner than it is today.○Large amounts of rain once fell on parts of Mars.○The river systems of Mars were once more extensive than Earth's.○The rivers of Mars began to dry up about 4 billion years ago.Paragraph 2: Outflow channels are probably relics of catastrophic flooding on Mars long ago. They appear only in equatorial regions and generally do not form extensive interconnected networks. Instead, they are probably the paths taken by huge volumes of water draining from the southern highlands into the northern plains. The onrushing water arising from these flash floods likely also formed the odd teardrop-shaped "islands" (resembling the miniature versions seen in the wet sand of our beaches at low tide) that have been found on the plains close to the ends of the outflow channels. Judging from the width and depth of the channels, the flow rates must have been truly enormous-perhaps as much as a hundred times greater than the 105 tons per second carried by the great Amazon river. Flooding shaped the outflow channels approximately 3 billion years ago, about the same times as the northern volcanic plains formed.3. The word "relics" in the passage is closest in meaning to○ remains○ sites○ requirements○ sources4. The word "miniature" in the passage is closest in meaning to○ temporary○ small○ multiple○ familiar5. In paragraph 2, why does the author include the information that 105 tons of water flow through the Amazon river per second?○To emphasize the great size of the volume of water that seems to have flowed through Mars' outflow channels ○To indicate data used by sc ientists to estimate how long ago Mars' outflow channels were formed○To argue that flash floods on Mars may have been powerful enough to cause tear-shaped "islands" to form○To argue that the force of flood waters on Mars was powerful enough to shape the northern volcanic plains6. According to paragraph 2, all of the following are true of the outflow channels on Mars EXCEPT:○They formed at around the same time that volcanic activity was occurring on the northern plains.○They are found only on certain pa rts of the Martian surface.○They sometimes empty onto what appear to have once been the wet sands of tidal beaches.○They are thought to have carried water northward from theequatorial regions.Paragraph 3: Some scientists speculate that Mars may have enjoyed an extended early Period during which rivers, lakes, and perhaps even oceans adorned its surface. A 2003 Mars Global Surveyor image shows what mission specialists think may be a delta-a fan-shaped network of channels and sediments where a river once flowed into a larger body of water, in this case a lake filling a crater in the southern highlands. Other researchers go even further, suggesting that the data provide evidence for large open expenses of water on the early Martian surface. A computer-generated view of the Martian north polar region shows the extent of what may have been an ancient ocean covering much of the northern lowlands. The Hellas Basin, which measures some 3,000 kilometers across and has a floor that lies nearly 9 kilometers below the basin's rim, is another candidate for an ancient Martian sea.7. All of the following questions about geological features on Mars are answered in paragraph 3 EXCEPT:○What are some regions of Mars that may have once been covered with an ocean?○Where do mission scientists believe that the river forming the delta emptied?○Approximately how many craters on Mars do mission scientists believe may once have been lakes filled with water?○During what period of Mars' history do some scientists think it may have had large bodies of water?8. According to paragraph 3, images of Mars' surface have been interpreted as support for the idea that○ the polar regions of Mars were once more extensive than they are now○ a large part of the northern lowlands may once have been under water○ deltas were once a common feature of the Martian landscape○ the shape of the Hellas Basin has changed considerably over timeParagraph 4: These ideas remain controversial. Proponents point to features such as the terraced "beaches" shown in one image, which could conceivably have been left behind as a lake or ocean evaporated and the shoreline receded. But detractors maintain that the terraces could also have been created by geological activity, perhaps related to the geologic forces that depressed the Northern Hemisphere far below the level of the south, in which case they have nothing whatever to do with Martian water. Furthermore, Mars Global Surveyor data released in 2003 seem to indicate that the Martian surface contains too few carbonate rock layers-layers containing compounds of carbon and oxygen-that should have been formed in abundance in an ancient ocean. Their absence supports the picture of a cold, dry Mars that never experienced the extended mild period required to form lakes and oceans. However, more recent data imply that at least some parts of the planet did in fact experience long periods in the past during which liquid water existed on the surface.9. Which of the sentences below best expresses the essential information in the highlighted sentence in the passage? Incorrect choices change the meaning in important ways or leave out essential information.○But detractors argue that geological activity may be responsible for the water associated with the terraces.○But detract ors argue that the terraces may have been formed by geological activity rather than by the presence of water.○But detractors argue that the terraces may be related to geological forces in the Northern Hemisphere of Mars, rather than to Martian water in the south.○But detractors argue that geological forces depressed the Northern Hemisphere so far below the level of the south that the terraces could not have been formed by water.10. According to paragraph 4, what do the 2003 Global Surveyor data suggest about Mars?○Ancient oceans on Mars contained only small amounts of carbon.○The climate of Mars may not have been suitable for the formation of large bodies of water.○Liquid water may have existed on some parts of Mars' surface for long periods of time.○The ancient oceans that formed on Mars dried up during periods of cold, dry weather.Paragraph 5: Aside from some small-scale gullies (channels) found since 2000, which are inconclusive, astronomers have no direct evidence for liquid water anywhere on the surface of Mars today, and the amount of water vapor in the Martian atmosphere is tiny. Yet even setting aside the unproven hints of ancient oceans, the extent of the outflow channels suggests that a huge total volume of water existed on Mars in the past. Where did all the water go? The answer may be that virtually all the water on Mars is now locked in the permafrost layer under the surface, with more contained in the planet's polar caps.11. The word "hints" in the passage is closest in meaning to○ clues○ features○ arguments○ effectsParagraph 2: Outflow channels are probably relics of catastrophic flooding on Mars long ago. ■They appear only in equatorial regions and generally do not form extensive interconnected networks. ■Instead, they are probably the paths taken by huge volumes of water draining from the southern highlands into the northern plains. ■The onrushing water arising from these flash floods likely also formed the odd teardrop-shaped "islands" (resembling the miniature versions seen in the wet sand of our beaches at low tide) that have been found on the plains close to the ends of the outflow channels. ■Judging from the width and depth of the channels, the flow rates must have been truly enormous-perhaps as much as a hundred times greater than the 105 tons per second carried by the great Amazon river. Flooding shaped the outflow channels approximately 3 billion years ago, about the same times as the northern volcanic plains formed.12. Look at the four squares [■] that indicate where the following sentence could be added to the passage.These landscape features differ from runoff channels in a number of ways.Where would the sentence best fit?13. Directions: An introductory sentence for a brief summary of the passage is provided below. Complete the summary by selecting the THREE answer choices that express the most important ideas in the passage. Some sentences do not belong in the summary because they express that are not presented inthe passage or are minor ideas in the passage. This question is worth 2 points.There is much debate concerning whether Mars once had water.●●●Answer choices○Mars' runoff and outflow channels are large-scale, distinctive features that suggest that large quantities of liquid water once flowed on Mars.○Although some researchers claim that Mars may once have had oceans, others dispute this, pointing to an absence of evidence or offering alternative interpretations of evidence.○Various types of images have been used to demonstrate that most of Martian surface contains evidence of flowing water.○The runoff and outflow channels of Mars apparently carried a higher volume of water and formed more extensive networks than do Earth's river systems.○There is very little evidence of liquid water on Mars today, and it is assumed that all the water that once existed on the planet is frozen beneath its surface.○While numerous gullies have been discovered on Mars since 2000, many astronomers dismiss them as evidence that Mars once had liquid water托福TPO8阅读真题答案Part3参考答案:1. ○42. ○23. ○14. ○25. ○16. ○37. ○38.○29. ○210. ○211. ○112. ○113. Mars' runoff and outflow channelsAlthough some researchers claimThere is very little evidence of托福TPO8阅读真题翻译:Part3参考翻译:火星上的流水来自照片的证据显示在火星的表面曾有过大量的液态水。
QP-problems

1
where f 2 C2(IRn) is a convex function. For numerical testing we use the easier
quadratic form (1). Since f is convex, the Karush-Kuhn-Tucker conditions are necessary and su cient for x being a global minimizer of (2). Friedlander et.al. use the KKT-conditions to construct an exact penalty function which de nes a "primal-dual" box-constrained optimization problem with 2n + m variables. In the third section their Trust-Region-SQP method for solving the penalty problem is described. For testing this combination of penalty-function and Trust-Region-SQP approach a special problem generator is used. Numerical results are presented.
and an initial trust region radius 0 min.
Step 1:(upper bound of Bk)
Set the trust-region-radius :=
Step 2:(compute initial step)
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a r X i v :0704.2833v 1 [m a t h .A P ] 21 A p r 2007∂x i ∂x j L p (R n )≤c (n,p ) ∆f L p (R n ),for 1<p <∞.(1)This estimate is really a statement of the L p boundedness of the Riesz transforms,and thus (1)is a consequence of the multiplier theorems of Marcinkiewicz and H¨o rmander-Mikhlin,[15].More sophisticated variants of (1)can be proved by relying on the square function [15]and [14].In particular (1)leads to a-priori W 2,p estimates for solutions of∆u =f,for f ∈L p .(2)Knowledge of c (p,n )allows one to perform a perturbation of (2)and studyni,j =1a ij (x )∂2u2Chanillo-Manfredi[7]allows one to obtain estimates for(3)in full generality without relying ona perturbation argument.See also[12].Our focus here will be to study the CR analog of(3).Since at this moment in time there is no suitable Alexandrov-Bakelman-Pucci estimate for the CR analog of(3)we will be seeking a perturbation approach based on an analog of(1)on a CR manifold.Our main interest is the case p=2in(1).In this case a simple integration by parts suffices to prove(1)in R n.We easily see that for f∈C∞0(R n)we haveni,j=1 ∂2fV={0},[V,V]⊂V,and dim C V=n.(5) A manifold equipped with a sub-bundle satisfying(5)will be called a CR manifold.See the book by Tr`e ves[18].Consider the sub-bundleH=Re V⊕W)=−i dθ(V∧Hessian bounds3θ(T)=1and dθ(T,·)=0.(8) T is also called the Reeb vectorfield.The volume element on M is given bydV=θ∧(dθ)n.(9) A complex valued1-formηis said to be of type(1,0)ifη(α=α} locally form a basis of the complex co-vectors,and the dual basis are the complex vectorfields{T,Zα,Zαf=fβθα∧θβ)is called the Levi matrix.On pseudo-hermitian manifolds Webster[19]has defined a connection, with connection formsωβαand torsion formsτβ=Aβαθα,with structure relationsdθβ=θα∧ωβα+θ∧τβ,ωαβ(12) andAαβ=Aβα.(13) Webster defines a curvature formβα=dωβα−ωγα∧ωβγ,where we have used the Einstein summation convention.Furthermore in[19] it is shown thatβα=Rα¯βρ¯σθρ∧θ¯σ+other terms.Contracting two indices using the Levi matrix(hα¯β)we getRα¯β=hρ¯σRα¯βρ¯σ.(14) The Webster-Ricci tensor Ric(V,V)for V∈V is then defined asRic(V,V)=Rα¯βxα4Chanillo-ManfrediTor(V,V)=i A¯α¯βz),z=(z1,z2,...,z n)(17) then Webster’s hypothesis is fulfilled and the torsion tensor vanishes on M. Thus for the standard CR structure on the sphere S2n+1and on the Heisen-berg group the torsion vanishes.Our main focus will be the sub-Laplacian∆b.We define the horizontal gradient∇b and∆b as follows:∇b f= αfb b+ b Q f,(21) whereQf=2i(A11f1)1.See[10]and[9]for further details.Hessian bounds5 2The Main TheoremTheorem1.Let M2n+1be a strictly pseudo-convex pseudo-hermitian mani-fold.When M is non compact assume that f∈C∞0(M).When M is compact with∂M=∅we may assume f∈C∞(M).When f is real valued and n≥2 we haveα,β M||fαβ||2+||fα¯β||2+ M Ric+n2n M|∆b f|2.(22) When n=1assume that the CR Paneitz operator P0≥0.For f∈C∞0(M) we then haveM||f11||2+||f1¯1||2+ M Ric−32 M|∆b f|2.(23)Here by α,β||fαβ||2we mean the Hilbert-Schmidt norm square of the tensor and similarly for α,β||fα¯β||2.Proof.We begin by noting the Bochner identity established by Greenleaf, Lemma3in[8]:1Tor (∇b,∇b)+i α(f2W)and|V|= (V,V)1/2.We have also abused notation above and represented the Hilbert-Schmidt norm of the tensor fαβin terms of its expression in the local frame which we will continue to do in the rest of the ing the fact that f∈C∞0(M)or if∂M=∅,M is compact,integrate(24)over M using the volume(9)to getM α,β|fαβ|2+|fα¯β|2+ Ric+n−2fα0−fαf¯α0)=− M Re(∇b f,∇b(∆b f)).αIntegration by parts in the term on the right yields(see(5.4)in[8])− M Re(∇b f,∇b(∆b f))=16Chanillo-ManfrediM α,β|fαβ|2+|fα¯β|2+ M Ric+n−2fα0−fαf¯α0)=1αfα0−fαf¯α0)=2αfα0−fαf¯α0)=−4αn M|∆b f|2+ M Tor(∇b f,∇b f).Applying the Cauchy-Schwarz inequality to the thefirst term in the right-hand side of(29)we geti M α(fn M|∆b f|2+ M Tor(∇b f,∇b f).Multiply(28)by1−c and(30)by c,0<c<1,and where c will eventually be chosen to be1/(n+1),and add to geti M α(f n M α,β |fα¯β|2−|fαβ|2 (31)−2(1−c)β|2c+Hessian bounds7 1−2(1−c)2+c M Tor(∇b f,∇b f)+1+2(1−c)β|2+(32) 1−2(1−c)2−cn+1 M α,β |fαβ|2+|fα¯β|2 + M Ric+nn+1n+2n+1from both sides toget(22).We now establish(23)using some results by Li-Luk[11]and[9].When n=1,identity(27)becomesM|f1¯1|2+|f11|2+ M Ric−12 M|∆b f|2.By(3.8)in[11]we havei M(f01f¯1−f0¯1f1)=− M f20.Moreover,by(3.6)in[11]we also havei(f10f¯1−f¯10f1)=i(f01f¯1−f0¯1f1)+Tor(∇b f,∇b f)and combining the last two identities we geti M(f10f¯1−f¯10f1)=− M f20+ M Tor(∇b f,∇b f).(35)Substituting(35)into(34)we obtainM|f1¯1|2+|f11|2+ M Ric+12 M|∆b f|2.8Chanillo-ManfrediNext,we use(3.4)in[9],M f20= M|∆b f|2+2 M Tor(∇b f,∇b f)−1Tor (∇b f,∇b f)+122 M|∆b f|2. Assuming P0≥0we obtain(23).⊓⊔We now wish to make some remarks about our theorem:(a)It is shown in[6]that on the Heisenberg group the constant(n+2)/2n is sharp.Since the Heisenberg group is a pseudo-hermitian manifold with Ric≡0and Tor≡0,we easily conclude our theorem is sharp and contains the result proved in[6].(b)We notice that when we consider manifolds such that Ric+(n/2)Tor> 0,then for n≥2,in general we have the strict inequalityα,β M|fαβ|2+|fα¯β|2<n+2).(38)ǫSince the sign of the Paneitz operator is a CR invariant andθhas zero torsion we conclude by[2]that the CR Paneitz operator˜P0associated to˜θsatisfies ˜P>0.Furthermore following the computation in Lemma(4.7)of[9],we 0easily have for smallǫthatHessian bounds9 Ric−32 M|∆b f|2dV.(e)Compact pseudo-hermitian3-manifolds with negative Webster curva-ture may be constructed by considering the co-sphere bundle of a compact Riemann surface of genus g,g≥2.Such a construction is given in[3].3Applications to PDEFor applications to subelliptic PDE it is helpful to re-state our main result Theorem1in its real version.We setX i=Re(Z i)and X i+n=Im(Z i)for i=1,2...,n.The horizontal gradient of a function is the vectorfieldX(f)=2ni=1X i(f)X i.Its sublaplacian is given by∆X f=2ni=1X i X i(f),and the horizontal second derivatives are the2n×2n matrixX2f=(X i X j(f)).For f real we have the following relationships∇b f=X(f)+i n i=1X i(f)X i+n−X i+n(f)X i ,∆b f=2∆X f,and α,β|fαβ|2+|fα¯β|2=2 i,j|X i X j(f)|2=2|X2f|2,where the expression on the extreme right is the Hilbert-Schmidt norm square of the tensor taken by viewing the Levi form as a metric on H.10Chanillo-ManfrediTheorem 2.Let M 2n +1be a strictly pseudo-convex pseudo-hermitian mani-fold.When M is non compact assume that f ∈C ∞0(M ).When M is compactwith ∂M =∅we may assume f ∈C ∞(M ).When f is real valued and n ≥2we haveM|X 2f |2+ M 12Tor (∇b f,∇b f )≤(n +2)2Ric −3σ≤2ni,j =1a 2ij (x )≤1nfor n ≥2and c 1=3the constants in the right-hand sides ofTheorem 2.We can now adapt the proof of Theorem 2.1in [6]to getTheorem 3.Let M 2n +1be a strictly pseudo-convex pseudo-hermitian mani-fold such that Ric +n 2Tor ≥0,P 0≥0if n =1.Let 0<ε≤1,σ>0such that γ=1+21−γα L ∞ A u L 2,(43)whereα(x )=A (x ),I2ni,j =1a 2ij (x ).Hessian bounds11 Proof.We start from formula(2.7)in[6]which givesΩ|∆X u(x)−α(x)A u(x)|2dx≤(1−ε) Ω|X u|2dx.We now apply Theorem2to getΩ|∆X u(x)−α(x)A u(x)|2dx≤(1−ε)c n Ω|∆X f|2.The theorem then follows as in[6].⊓⊔Remark:The hypothesis of Theorem2,n≥2,can be weakened to assume only a bound from belowRic+nn M|∆X f|2+2K M|X f|2.(44)A similar remark applies to the case n=1.Wefinish this paper by indicating how the a priori estimate of Theorem 3can be used to prove regularity for p-harmonic functions in the Heisenberg group H n when p is close to2.We follow[6],where full details can be found. Recall that,for1<p<∞,a p-harmonic function u in a domainΩ⊂H n is a function in the horizontal Sobolev spaceW1,pX,loc (Ω)={u:Ω→R such that u,X u∈L ploc(Ω)}such that2ni=1X i |X u|p−2X i u =0,inΩ(45)in the weak sense.That is,for allφ∈C∞0(Ω)we haveΩ|X u(x)|p−2(X u(x),Xφ(x)dx=0.(46)Assume for the moment that u is a smooth solution of(45).We can then differentiate to obtain2ni,j=1a ij X i X j u=0,inΩ(47) where12Chanillo-ManfrediX i u(x)X j u(x)a ij(x)=δij+(p−2)4n2+4n−34n2+4n−355+|X u|2 p−2m4n2+4n−3M≤|X u|≤M<∞.See[1]and[13].Acknowledgement.S.C.supported in part by NSF Award DMS-0600971.J.J.M.sup-ported in part by NSF award DMS-0500983.S.C.wishes to thank Shri S.Devananda and Shri Raghavendra for encouragement in a difficult moment.Hessian bounds13 References1.Capogna,L.,Regularity of quasi-linear equations in the Heisenberg group.Comm.Pure Appl.Math.50(1997),no.9,867–889.2.Chang,S.C.,Cheng,J.H.,Chiu,H.L.,A fourth order Q-curvatureflow on a CR3-manifold,to appear in Indiana Math.J.,/abs/math.DG/0510494.3.Chern,S.S.,Hamilton,R.S.,On Riemannian metrics adapted to three-dimensional contact manifolds.With an appendix by Alan Weinstein.Lecture Notes in Math.,1111,Workshop Bonn1984(Bonn,1984),279–308,Springer, Berlin,1985.4.Cordes,H.O.,Zero order a-priori estimates for solutions of elliptic differentialequations,Proceedings of Symposia in Pure Mathematics IV(1961).5.Domokos,A.,Fanciullo,M.S.,On the best constant for the Friedrichs-Knapp-Stein inequality in free nilpotent Lie groups of step two and applications to subelliptic PDE,The Journal of Geometric Analysis,17(2007),245-252.6.Domokos,A.,Manfredi,J.J.,Subelliptic Cordes estimates.Proc.Amer.Math.Soc.133(2005),no.4,1047–1056.7.Gilbarg,D.,Trudinger,N.S.,Elliptic partial differential equations of second or-der.Reprint of the1998edition.Classics in Mathematics.Springer-Verlag,Berlin, 2001.8.Greenleaf,A.,Thefirst eigenvalue of a sub-Laplacian on a pseudo-Hermitianm.Partial Differential Equations10(1985),no.2,191–217.9.Chiu,H.L.,The sharp lower bound for thefirst positive eigenvalue of the sub-laplacian on a pseudohermitian3-manifold,Ann.Global Anal.Geom.30(2006), no.1,81–96.10.Lee,J.M.,The Fefferman metric and pseudo-Hermitian invariants,Trans.Amer.Math.Soc.296(1986),no.1,411–429.11.Li,S.Y.,Luk,H.S.,The sharp lower bound for thefirst positive eigenvalue ofa sub-Laplacian on a pseudo-Hermitian manifold.Proc.Amer.Math.Soc.132(2004),no.3,789–798.12.Lin,F.H.,Second derivative L p-estimates for elliptic equations of nondivergenttype.Proc.Amer.Math.Soc.96(1986),no.3,447–45113.Manfredi,J.J.,Mingione,G.,Regularity Results for Quasilinear Elliptic Equa-tions in the Heisenberg Group,to appear in Mathematische Annalen,2007.14.Segovia,C.,On the area function of Lusin,Studia Math.331969311–343.15.Stein,E.,Singular integrals and differentiability properties of functions.Prince-ton Mathematical Series,No.30Princeton University Press,Princeton,N.J.1970.16.Strichartz,R.S.,Harmonic analysis and Radon transforms on the Heisenberggroup,J.Funct.Analysis,96(1991),350-406..17.Talenti,G.,Sopra una classe di equazioni ellittiche a coefficienti misurabili.(Italian)Ann.Mat.Pura Appl.(4)69,1965,285–30418.Tr`e ves,F.,Hypo-analytic structures.Local theory,Princeton Mathematical Se-ries,40.Princeton University Press,Princeton,NJ,1992.19.Webster,S.M.,Pseudo-Hermitian structures on a real hypersurface,J.Differ-ential Geom.13(1978),no.1,25–41.。