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Houman Owhadi

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Owhadi won the EPFL doctorate award for his thesis in 2001. He was an invited lecturer at the SIAM conference on Computational Science and Engineering in 2015 and a plenary speaker at the XVI International Conference on Hyperbolic Problems. In 2019, he received the SIAM Germund Dahlquist Prize. He
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Owhadi is noted for his work in the field of statistical numerical approximation, which explores the interplay between numerical approximation and statistical inference,. His work has influenced the field of
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fellow in 2022 for "outstanding contributions in statistical numerical approximation, kernel learning, and uncertainty quantification".He was elected as part of the 2024 class of Vannevar Bush Fellows, the
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Research Fellow between 2001 and 2004. He joined the California Institute of Technology in 2004 and became Professor of Applied & Computational Mathematics and Control & Dynamical Systems in 2011.
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is a professor of Applied and Computational Mathematics and Control and Dynamical Systems in the Computing and Mathematical Sciences department at the
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He has also worked on Gaussian processes and kernel methods, the problem of kernel learning, and numerical homogenization.
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where he received a M.S. in Mathematics and Physics in 1994 and was a civil servant in the
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Operator-Adapted Wavelets, Fast Solvers, and Numerical Homogenization
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Owhadi, Houman; Scovel, Clint; Schäfer, Florian (1 November 2019).
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may have been created or edited in return for undisclosed payments
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Hennig, Philipp; Osborne, Michael A.; Kersting, Hans P. (2022).
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Fellows of the Society for Industrial and Applied Mathematics
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Ghanem, Roger; Higdon, David; Owhadi, Houman, eds. (2017).
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Probabilistic Numerics: Computation as Machine Learning
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in 1997. He received his Ph.D. in mathematics from the
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to it so that it can be listed with similar articles.
279:"Houman Owhadi | Computing + Mathematical Sciences" 154: 140: 130: 103: 87: 73: 66: 301:Computing and Mathematical Department of Caltech 238:SIAM/ASA Journal on Uncertainty Quantification 8: 407:Notices of the American Mathematical Society 63: 446:. Cambridge University Press. p. 8. 197:École Polytechnique FĂ©dĂ©rale de Lausanne 270: 473:. Cham, Switzerland: Springer Nature. 470:Handbook of Uncertainty Quantification 348:Owhadi, Owhadi; Scovel, Clint (2019). 297:"Professor Owhadi Elected SIAM Fellow" 234:Handbook of Uncertainty Quantification 400:"Statistical Numerical Approximation" 7: 91:Statistical numerical approximation 259:United States Department of Defense 117:United States Department of Defense 36:, a violation of Knowledge (XXG)'s 657:needs additional or more specific 177:California Institute of Technology 145:California Institute of Technology 14: 328:Research website of Houman Owhadi 16:Researcher in applied mathematics 646: 23: 221:which combines approaches from 354:. Cambridge University Press. 228:He has done extensive work in 107:Germund Dahlquist Prize (2019) 1: 232:and has been editor of the 720: 230:uncertainty quantification 98:Uncertainty quantification 592:"Germund Dahlquist Prize" 479:10.1007/978-3-319-12385-1 225:and applied mathematics. 166: 123: 199:in 2001, studying under 503:"JUQ - Editorial Board" 531:"EPFL Doctorate Award" 219:probabilistic numerics 187:Owhadi studied at the 115:Vannevar Bush Fellow, 360:10.1017/9781108594967 46:neutral point of view 283:www.cms.caltech.edu 189:École polytechnique 135:Applied mathematics 78:École Polytechnique 183:Academic biography 687: 686: 670:adding categories 488:978-3-319-12384-4 453:978-1-107-16344-7 247:Awards and honors 170: 169: 125:Scientific career 62: 61: 711: 682: 679: 673: 650: 642: 636: 635: 624: 618: 617: 606: 600: 599: 588: 582: 581: 570: 564: 563: 552: 546: 545: 543: 541: 527: 521: 520: 518: 516: 507: 499: 493: 492: 464: 458: 457: 437: 431: 430: 419:10.1090/noti1963 404: 395: 389: 388: 386: 384: 345: 339: 338: 336: 334: 322:Owhadi, Houman. 319: 313: 312: 310: 308: 293: 287: 286: 275: 223:machine learning 201:GĂ©rard Ben Arous 161:GĂ©rard Ben Arous 156:Doctoral advisor 64: 57: 54: 42:content policies 27: 19: 719: 718: 714: 713: 712: 710: 709: 708: 689: 688: 683: 677: 674: 663: 651: 640: 639: 632:www.defense.gov 626: 625: 621: 610:"Class of 2022" 608: 607: 603: 590: 589: 585: 572: 571: 567: 554: 553: 549: 539: 537: 529: 528: 524: 514: 512: 505: 501: 500: 496: 489: 466: 465: 461: 454: 439: 438: 434: 402: 397: 396: 392: 382: 380: 370: 347: 346: 342: 332: 330: 321: 320: 316: 306: 304: 303:. 31 March 2022 295: 294: 290: 277: 276: 272: 267: 249: 214: 193:Corps des ponts 185: 147: 114: 108: 96: 92: 80: 74:Alma mater 69: 58: 52: 49: 44:, particularly 28: 17: 12: 11: 5: 717: 715: 707: 706: 701: 691: 690: 685: 684: 654: 652: 645: 638: 637: 619: 601: 583: 565: 547: 522: 494: 487: 459: 452: 432: 390: 368: 340: 314: 288: 269: 268: 266: 263: 252:was elected a 248: 245: 213: 210: 184: 181: 168: 167: 164: 163: 158: 152: 151: 142: 138: 137: 132: 128: 127: 121: 120: 105: 101: 100: 94:Kernel methods 89: 88:Known for 85: 84: 75: 71: 70: 67: 60: 59: 53:September 2023 31: 29: 22: 15: 13: 10: 9: 6: 4: 3: 2: 716: 705: 702: 700: 699:Living people 697: 696: 694: 681: 671: 667: 661: 660: 655:This article 653: 649: 644: 643: 633: 629: 623: 620: 615: 611: 605: 602: 597: 593: 587: 584: 579: 575: 569: 566: 561: 557: 551: 548: 536: 532: 526: 523: 511: 504: 498: 495: 490: 484: 480: 476: 472: 471: 463: 460: 455: 449: 445: 444: 436: 433: 428: 424: 420: 416: 412: 408: 401: 394: 391: 379: 375: 371: 369:9781108594967 365: 361: 357: 353: 352: 344: 341: 329: 325: 318: 315: 302: 298: 292: 289: 284: 280: 274: 271: 264: 262: 260: 255: 246: 244: 241: 239: 235: 231: 226: 224: 220: 211: 209: 206: 202: 198: 194: 190: 182: 180: 178: 174: 173:Houman Owhadi 165: 162: 159: 157: 153: 150: 146: 143: 139: 136: 133: 129: 126: 122: 118: 112: 106: 102: 99: 95: 90: 86: 83: 79: 76: 72: 68:Houman Owhadi 65: 56: 47: 43: 39: 35: 32:This article 30: 26: 21: 20: 678:October 2023 675: 656: 631: 622: 614:www.siam.org 613: 604: 595: 586: 578:dokumen.tips 577: 568: 559: 550: 540:11 September 538:. 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He was a 693:Categories 659:categories 265:References 427:204830421 413:(10): 1. 378:208123760 666:help out 236:and the 212:Research 109:Fellow, 664:Please 113:(2022) 485:  450:  425:  376:  366:  131:Fields 119:(2024) 104:Awards 506:(PDF) 423:S2CID 403:(PDF) 374:S2CID 324:"Bio" 596:SIAM 542:2023 535:EPFL 517:2023 510:SIAM 483:ISBN 448:ISBN 385:2023 364:ISBN 335:2023 309:2023 254:SIAM 205:CNRS 149:CNRS 111:SIAM 82:EPFL 668:by 475:doi 415:doi 356:doi 48:. 695:: 630:. 612:. 594:. 576:. 558:. 533:. 508:. 481:. 421:. 411:66 409:. 405:. 372:. 362:. 326:. 299:. 281:. 240:. 680:) 676:( 662:. 634:. 616:. 598:. 580:. 562:. 544:. 519:. 491:. 477:: 456:. 429:. 417:: 387:. 358:: 337:. 311:. 285:. 55:) 51:(

Index


terms of use
content policies
neutral point of view
École Polytechnique
EPFL
Kernel methods
Uncertainty quantification
SIAM
United States Department of Defense
Applied mathematics
California Institute of Technology
CNRS
Doctoral advisor
GĂ©rard Ben Arous
California Institute of Technology
École polytechnique
Corps des ponts
École Polytechnique Fédérale de Lausanne
GĂ©rard Ben Arous
CNRS
probabilistic numerics
machine learning
uncertainty quantification
SIAM/ASA Journal on Uncertainty Quantification
SIAM
United States Department of Defense
"Houman Owhadi | Computing + Mathematical Sciences"
"Professor Owhadi Elected SIAM Fellow"
"Bio"

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