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Bjorn Engquist. Wilfried Schmid Editors MATHEMATICS UNLIMITED- 2001 AND BEYOND COLLECTOR'S EDITION· PART II Springer Berlin Heidelberg New York Barcelona Hong Kong London Milan Paris Singapore Tokyo Bjorn Engquist Wilfried Schmid Editors MATHEMATICS COLLECTOR'S UNLIMITED - EDITION 2001 PARTII AND BEYOND With 127 Figures Including 71 in Colour 91 Portraits and 7 Tables Springer \·~"'\ ••••r ·, BJORN ENGQUIST WU.FRIED SCHMID Center for Parallel Computers Depanment of Mathematics Royal Institute of Technoiogy (KTH) Harvard University Lindsledtsvagen 25 Cambridge. MA 02138-2901. USA 10044 Stockholm. Sweden [email protected] [email protected] "d Depanment of Mathematics University of California at Los Angeles 3148 Murphy Hall. 7619A MSB Los Angeles. CA 90095~ 1555. USA [email protected] A regular edition (as a single volume) of this book is available under the same title with the ISBN. I): 978·)·642·6) 114--6 Librnty of Congres5 Clualoging-in·Publication Data applied for Die Deutsche BibliOlhek - CIP·Einheit5aufnahme Mathematics unlimited - 2001 and beyond I BjOm Engquist: Wlifried Schmid ed. Collector's ed.- Berlin: Heidelberg; New York; Barcelona; Hong Kong: London: Milan; Paris: Singapore: Tokyo: Springer ISBN·I): 978·)-642--6) 114-6 ~ISBN-I); 978-j~2-S6478-9 001: 10.10071978-j-642·56478·9 PI. 2. -(2001) Mathematics Subject Classification (2000): 00-02, 0)-XX.05-XX. II·XX. 14·XX, 34·XX. )5·XX. 46-XX. 47·XX, 49-XX, 51·XX. 52·XX. 53-XX, 55-XX, 57-XX. 5S·XX. 6()..XX, 65-XX, 68-XX, 7Q.XX. 7)-XX. 76-XX. SI-XX. S3-XX, 8S-XX, 9().XX. 92-XX. 94·XX ISBN·13: 978·3-642·63114-6 (Pans I and II as a set in 2 volumes) Springer· Verlag Berlin Heidelberg New York This work is subject to copyright. All rightS are reserved. whether the whole or part of the mate rial is concerned. specifically the rights of translation. reprinting. reuse of illustrations. recitation. broadcasting. reproduction on microfilm or in any other way. and storage in data banks. Duplication of this publication or pans thereof is permitted only under the provisions of the Gennan Copyright Law of September 9, 1965, in itsc urrent version. and pennission for use must always be obtained from Springer-Verlag. Violations are liable for prosecution under the Gennan Copyright Law. Springer-Verlag Berlin Hedielberg New York a member of BenelsmannSpringer Science+Media Business GmbH o Springer-Verlag Berlin Heidelberg 2001 Softcover reprint of the hardcover 1st edition 2001 The use of general descriptive names. regJStered names. trademarks, etc. in this publication does not imply. even in the absence of a specific statement. that such names are exempt from the relevant protective laws and regulations and therefore free for general use. Production details are found It the end of the book Printed on acid-free paper SPIN 10758493 461) 142Ko - 5 4 3 2 I 0 Preface Ein neues Lied, ein besseres Lied, o Freunde, will ich Euch dichten! * A new song, a better song, My friends, I intend to compose you! What are the important developments in present-day mathematics? Where is mathematics headed? Our anthology attempts to shed light on these questions. At the dawn of the 20th century, it was possible for one sage individual to survey the whole of mathematics: Hilbert's presentation of twenty-three prob lems in 1900 not only gave a sense of the direction of mathematics, but also helped it move forward. The scope of mathematics has expanded enormously over the last hundred years. Scientific and technological advances, in particular the explosive growth of computing power, have created numerous opportunities for mathematics and mathematicians. The core areas of mathematics did not suffer as a result of the proliferating applications; quite to the contrary, "pure mathematics" is thriving, with the invention of powerful theories, the solution of celebrated problems, and the emergence of unforeseen connections between different areas of math ematics and physics, chemistry, computer science. Can one eminent mathematician, or a small group of eminent mathemati cians, afford an overview of the breadth of today's mathematics? We think not, we present a composite of many individual views, out of necessity and con viction. The contributors are leading experts in their fields, ranging all the way from mathematical logic to applications of mathematics in the film industry. Our volume is not an encyclopedia. Completeness was not the main goal, nor was it an achievable goal. We do hope to provide the reader with a view of the great variety and the vitality of mathematics as we enter the new millennium. Los Angeles Bjorn Engquist Cambridge, Massachusetts Wilfried Schmid October 2000 * Taken from Heinrich Heine (1797-1856): Deutschland. Ein Wintermiirchen. We thank Georgina Paul, Department of German Studies, University of Warwick, Warwick, for the translation. Contents Part II GERHARD HUISKEN Evolution Equations in Geometry 593 CHRISTOPHER R. JOHNSON YARDEN LIVNAT· LEONID ZHUKOV Computational Field Visualization 605 DAVID HART' GORDON KINDLMANN CHRISTOPHER K. R.T. JONES Whither Applied Nonlinear Dynamics? 63 I \'1' DAVID EISEN BUD interviewed by SARA ROBINSON Mathematics Comes from Many Sources... 647 JAY JORGENSON' SERGE LANG The Ubiquitous Heat Kernel 655 FRANK KELLY Mathematical Modelling of the Internet 685 CLAUDIA KLUPPELBERG Developments in Insurance Mathematics 703 TOSHIYUKI KOBAYASHI Discontinuous Groups for Non-Riemannian Homogeneous Spaces 723 NEAL KOBLITZ Cryptography 749 MAXIM KONTSEVICH . DON ZAGIER Periods 77 I HANS PETTER LANGTANGEN How Should We Prepare the Students of Science and Technology ASLAK TVEITO for a Life in the Computer Age? 809 MALCOLM S. LONGAIR Astrophysics and Cosmology in the 21st Century 827 WOLFGANG LUCK L 2-Invariants and Their Applications to Geometry, Group Theory and Spectral Theory 859 KISHORE B. MARATHE A Chapter in Physical Mathematics: Theory of Knots in the Sciences 873 ;\. MATTHIAS KRECK interviewed by VASCO ALEXANDER SCHMIDT The Unity of Mathematics 889 DAVID R. MORRISON Geometric Aspects of Mirror Symmetry 899 YIANNIS N. MOSCHOVAKIS What Is an Algorithm? 9I9 RISTO M. NIEMINEN From Number Crunching to Virtual Reality: Mathematics, Physics and Computation 937 ALFIO QUARTERONI Modeling the Cardiovascular System: A Mathematical Challenge 96 I DOUG ROBLE· TONY CHAN Math in the Entertainment Industry 97 I MARIE-FRAN90ISE Roy Three Problems in Real Algebraic Geometry and Their Descendants 99 I KYOJI SAITO Primitive Automorphic Forms 1003 VIII Contents Part II PETER SCHUSTER Mathematical Challenges from Molecular Evolution 10 I 9 DIRK SELLE· WOLF SPINDLER BERNHARD PREIM Mathematical Methods in Medical Imaging: HEINZ-OTTO PEITGEN Analysis of Vascular Structures for Liver Surgery Planning 1039 DENIS SERRE Systems of Conservation Laws: A Challenge for the XXIst Century 1061 <-l MASATAKE MORI and KYOJI SAITO interviewed RIMS for the 21 st Century 1081 by TOSHIKAZU SUNADA JOEL SPENCER Discrete Probability 1095 DANIEL W. STROOCK Probability Theory - A Somewhat Narrow Perspective 1 105 GERARD VAN DER GEER Error-Correcting Codes and Curves over Finite Fields I I 15 JAN VAN LEEUWEN JIRI WIEDERMANN The Turing Machine Paradigm in Contemporary Computing I 139 ANATOLY M. VERSHIK Randomization of Algebra and Algebraization of Probability - An Attempt at Prediction I 157 MARCELO VIANA Dynamical Systems: Moving into the Next Century 1167 HANS VON STORCH JIN-SONG VON STORCH Noise in the Climate System - Ubiquitous, Constitutive PETER MULLER and Concealing 1 179 GUNTER M. ZIEGLER Questions About Polytopes 1195 Biographies 1213 Contents Part I STUART S. ANTMAN Nonlinear Continuum Physics Ivo BABUSKA· J. TINSLEY ODEN Computational Mechanics: Where Is It Going? 23 JOHN C. BAEZ . JAMES DOLAN From Finite Sets to Feynman Diagrams 29 DAVID H. BAILEY Experimental Mathematics: JONATHAN M. BORWEIN Recent Developments and Future Outlook 5 I BAD! H. BALTAGI The Mathematical Aspects of Econometrics 67 OLE E. BARN DORFF-NIELSEN RICHARD D. GILL· PETER E. JuPP Quantum Information 83 MASSIMO BERTOLINI The p-Adic L-Functions of Modular HENRI DARMON Elliptic Curves 109 JEAN-PIERRE BOURGUIGNON A Basis for a New Relationship Between Mathematics and Society I7 I ROGER BROCKETT New Issues in the Mathematics of Control 189 HERNAN CENDRA JERROLD E. MARSDEN Geometric Mechanics, Lagrangian Reduction, TuDOR S. RATIU and Nonholonomic Systems 22 I " ACHIM BACHEM interviewed by VASCO ALEXANDER SCHMIDT Mathematics: From the Outside Looking in 275 ARJEH M. COHEN Communicating Mathematics Across the Web 283 HENRI COHEN Computational Aspects of Number Theory 301 J. BRIAN CONREY L-Functions and Random Matrices 33 I PETER CONSTANTIN Some Open Problems and Research Directions in the Mathematical Study of Fluid Dynamics 353 MARK DAVIS Mathematics of Financial Markets 36 I ERIK DE SCHUTTER Computational Neuroscience: More Math Is Needed to Understand the Human Brain 381 RICK DURRETT Probability Theory - An Introduction to Its Applications 393 WEINAN E Selected Problems in Materials Science 407 BJORN ENGQUIST· GENE GOLUB From Numerical Analysis to Computational Science 433 GERD FALTINGS Diophantine Equations 449 X Contents Part I III LENNART CARLESON interviewed by BJORN ENGQUIST After the 'Golden Age': What Next? 455 GERALD FARIN JORG FRAUENDIENER ROGER PENROSE Twistors and General Relativity 479 ODED GOLDREICH Computational Complexity 507 MIKHAEL GROMOV Possible Trends in Mathematics in the Coming Decades 525 JOZEF GRUSKA Quantum Computing Challenges 529 PETER HALL Statistical Science - Evolution, Motivation and Direction 565 NIGEL HITCHIN Global Differential Geometry 577

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