George Em Karniadakis

Citace

	Všechny	Od 2020
Citace	126901	81452
h-index	149	106
i10-index	651	514

26000

13000

6500

19500

20002001200220032004200520062007200820092010201120122013201420152016201720182019202020212022202320242025316 413 507 632 874 1152 1340 1466 1659 1904 1938 2173 2543 2668 3023 3315 3494 4005 4352 5060 6185 9507 13456 18931 25685 7589

Veřejný přístup

Zobrazit všechny

315 článků

25 článků

dostupné

nedostupné

Vychází ze zplnomocnění pro financování

Spoluautoři

Ali BeskokSouthern Methodist UniversityE-mailová adresa ověřena na: smu.edu
Michael S. TriantafyllouHenry L. and Grace Doherty Professor of Ocean Science & Engineering, MITE-mailová adresa ověřena na: mit.edu
Igor V. PivkinProfessor of Computational Science, USI Lugano and Swiss Institute of Bioinformatics, SwitzerlandE-mailová adresa ověřena na: usi.ch
Spencer J. SherwinProfessor of Computational Fluid Mechanics, Imperial College LondonE-mailová adresa ověřena na: imperial.ac.uk
Dongbin XiuProfessor of Mathematics, The Ohio State UniversityE-mailová adresa ověřena na: osu.edu
Xuejin Li (李学进)Zhejiang UniversityE-mailová adresa ověřena na: zju.edu.cn
Suchuan DongDepartment of Mathematics, Purdue UniversityE-mailová adresa ověřena na: math.purdue.edu
Didier LucorSenior researcher, CNRS, LISN, Orsay, FranceE-mailová adresa ověřena na: lisn.upsaclay.fr
Xiaoliang WanLouisiana State UniversityE-mailová adresa ověřena na: math.lsu.edu
Robert M. Kirby OR R.M. KirbySchool of Computing, University of UtahE-mailová adresa ověřena na: cs.utah.edu
Mohsen ZayernouriAssociate Professor at Michigan State UniversityE-mailová adresa ověřena na: msu.edu
Wenxiao PanAssociate Professor of Mechanical Engineering, University of Wisconsin-MadisonE-mailová adresa ověřena na: wisc.edu
Bernardo CockburnProfessor of Mathematics, University of MinnesotaE-mailová adresa ověřena na: math.umn.edu
George S. TriantafyllouProfessor of HydrodynamicsE-mailová adresa ověřena na: deslab.ntua.gr
Timothy WarburtonJohn K. Costain Faculty Chair, Virginia Polytechnic Institute and State UniversityE-mailová adresa ověřena na: vt.edu
Jasmine FooProfessor of Mathematics, University of MinnesotaE-mailová adresa ověřena na: umn.edu
Leopold GrinbergAMD

Sledovat

George Em Karniadakis

The Charles Pitts Robinson and John Palmer Barstow Professor of Applied Mathematics and Engineering

E-mailová adresa ověřena na: brown.edu - Domovská stránka

Math+Machine Learning Probabilistic Scientific Computing Stochastic Multiscale Modeling


Název Seřadit podle citací Seřadit podle roku Seřadit podle názvu	Citace Citace	Rok
Physics-informed neural networks: A deep learning framework for solving forward and inverse problems involving nonlinear partial differential equations M Raissi, P Perdikaris, GE Karniadakis Journal of Computational physics 378, 686-707, 2019	13584	2019
The Wiener--Askey polynomial chaos for stochastic differential equations D Xiu, GE Karniadakis SIAM journal on scientific computing 24 (2), 619-644, 2002	6053	2002
Physics-informed machine learning GE Karniadakis, IG Kevrekidis, L Lu, P Perdikaris, S Wang, L Yang Nature Reviews Physics 3 (6), 422-440, 2021	5343	2021
Microflows and nanoflows: fundamentals and simulation G Karniadakis, A Beskok, N Aluru Springer Science & Business Media, 2006	4172*	2006
Spectral/hp element methods for computational fluid dynamics G Karniadakis, SJ Sherwin Oxford University Press, 2005	3654	2005
Discontinuous Galerkin methods: theory, computation and applications B Cockburn, GE Karniadakis, CW Shu Springer Science & Business Media, 2012	3112*	2012
Learning nonlinear operators via DeepONet based on the universal approximation theorem of operators L Lu, P Jin, G Pang, Z Zhang, GE Karniadakis Nature machine intelligence 3 (3), 218-229, 2021	2317	2021
DeepXDE: A deep learning library for solving differential equations L Lu, X Meng, Z Mao, GE Karniadakis SIAM review 63 (1), 208-228, 2021	2121	2021
Hidden fluid mechanics: Learning velocity and pressure fields from flow visualizations M Raissi, A Yazdani, GE Karniadakis Science 367 (6481), 1026-1030, 2020	1862	2020
High-order splitting methods for the incompressible Navier-Stokes equations GE Karniadakis, M Israeli, SA Orszag Journal of computational physics 97 (2), 414-443, 1991	1841	1991
Modeling uncertainty in flow simulations via generalized polynomial chaos D Xiu, GE Karniadakis Journal of computational physics 187 (1), 137-167, 2003	1831	2003
Physics informed deep learning (part i): Data-driven solutions of nonlinear partial differential equations M Raissi, P Perdikaris, GE Karniadakis arXiv preprint arXiv:1711.10561, 2017	1714	2017
Report: a model for flows in channels, pipes, and ducts at micro and nano scales A Beskok, GE Karniadakis Microscale thermophysical engineering 3 (1), 43-77, 1999	1565	1999
Hidden physics models: Machine learning of nonlinear partial differential equations M Raissi, GE Karniadakis Journal of Computational Physics 357, 125-141, 2018	1448	2018
Physics-informed neural networks (PINNs) for fluid mechanics: A review S Cai, Z Mao, Z Wang, M Yin, GE Karniadakis Acta Mechanica Sinica 37 (12), 1727-1738, 2021	1442	2021
Physics-informed neural networks for high-speed flows Z Mao, AD Jagtap, GE Karniadakis Computer Methods in Applied Mechanics and Engineering 360, 112789, 2020	1141	2020
NSFnets (Navier-Stokes flow nets): Physics-informed neural networks for the incompressible Navier-Stokes equations X Jin, S Cai, H Li, GE Karniadakis Journal of Computational Physics 426, 109951, 2021	1087	2021
Adaptive activation functions accelerate convergence in deep and physics-informed neural networks AD Jagtap, K Kawaguchi, GE Karniadakis Journal of Computational Physics 404, 109136, 2020	1029*	2020
Physics-informed neural networks for heat transfer problems S Cai, Z Wang, S Wang, P Perdikaris, GE Karniadakis Journal of Heat Transfer 143 (6), 060801, 2021	930	2021
Conservative physics-informed neural networks on discrete domains for conservation laws: Applications to forward and inverse problems AD Jagtap, E Kharazmi, GE Karniadakis Computer Methods in Applied Mechanics and Engineering 365, 113028, 2020	920	2020

Systém momentálně nemůže danou operaci provést. Zkuste to znovu později.

Články 1–20

Citace za rok

Duplicitní citace

Sloučené citace

Přidat spoluautorySpoluautoři

Sledovat

Citace

Spoluautoři