Xun Huan

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	Semua	Sejak 2020
Kutipan	1936	1511
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Habib NajmSandia National LaboratoriesEmail yang diverifikasi di sandia.gov
Youssef MarzoukProfessor, Massachusetts Institute of TechnologyEmail yang diverifikasi di mit.edu
Cosmin SaftaSandia National LabsEmail yang diverifikasi di sandia.gov
Khachik SargsyanSandia National LaboratoriesEmail yang diverifikasi di sandia.gov
Jeremiah HauthPostdoc, Sandia National LabsEmail yang diverifikasi di umich.edu
Krishna GarikipatiProfessor of Aerospace and Mechanical Engineering and Mathematics, University of Southern CaliforniaEmail yang diverifikasi di usc.edu
Beckett Yuxiang ZhouDaniel Guggenheim School of Aerospace Engineering, Georgia Institute of TechnologyEmail yang diverifikasi di gatech.edu
Wanggang ShenUniversity of MichiganEmail yang diverifikasi di umich.edu
Roger GhanemProfessor Civil Engineering, University of Southern CaliforniaEmail yang diverifikasi di usc.edu
Zhenlin WangUniversity of MichiganEmail yang diverifikasi di umich.edu
Nicolas R. GaugerProfessor, Chair for Scientific Computing, University of Kaiserslautern - LandauEmail yang diverifikasi di scicomp.uni-kl.de
Nikola BanovicAssociate Professor at the University of Michigan, Ann ArborEmail yang diverifikasi di umich.edu
Alberto GuardoneProfessor of Fluid Mechanics, Politecnico di MilanoEmail yang diverifikasi di polimi.it
Myles MorelliPolitecnico di MilanoEmail yang diverifikasi di polimi.it
Gianluca GeraciSandia National LaboratoriesEmail yang diverifikasi di sandia.gov
Snehal PrabhudesaiPhD Candidate, University of Michigan, Computer Science and EngineeringEmail yang diverifikasi di umich.edu
Christian SoizeUniversité Gustave EiffelEmail yang diverifikasi di univ-eiffel.fr
Joseph CohenAssistant Professor @ Rutgers Mechanical and Aerospace EngineeringEmail yang diverifikasi di rutgers.edu
Zhen HuUniversity of Michigan-DearbornEmail yang diverifikasi di umich.edu
Chao HuAssociate Professor at University of ConnecticutEmail yang diverifikasi di uconn.edu

Ikuti

Xun Huan

Associate Professor of Mechanical Engineering, University of Michigan

Email yang diverifikasi di umich.edu - Beranda

Uncertainty Quantification Optimal Experimental Design Bayesian Methods Machine Learning


Judul Urutkan menurut kutipan Urutkan menurut tahun Urutkan menurut judul	Dikutip oleh Dikutip oleh	Tahun
Simulation-based optimal Bayesian experimental design for nonlinear systems X Huan, YM Marzouk Journal of Computational Physics 232 (1), 288-317, 2013	515	2013
Gradient-Based Stochastic Optimization Methods in Bayesian Experimental Design X Huan, YM Marzouk International Journal for Uncertainty Quantification 4 (6), 479-510, 2014	143	2014
Uncertainty quantification in machine learning for engineering design and health prognostics: A tutorial V Nemani, L Biggio, X Huan, Z Hu, O Fink, A Tran, Y Wang, X Zhang, ... Mechanical Systems and Signal Processing 205, 110796, 2023	107	2023
Digital twin concepts with uncertainty for nuclear power applications B Kochunas, X Huan Energies 14 (14), 4235, 2021	91	2021
Sequential Bayesian optimal experimental design via approximate dynamic programming X Huan, YM Marzouk arXiv preprint arXiv:1604.08320, 2016	87	2016
Variational system identification of the partial differential equations governing the physics of pattern-formation: Inference under varying fidelity and noise Z Wang, X Huan, K Garikipati Computer Methods in Applied Mechanics and Engineering 356, 44-74, 2019	81	2019
Compressive sensing adaptation for polynomial chaos expansions P Tsilifis, X Huan, C Safta, K Sargsyan, G Lacaze, JC Oefelein, HN Najm, ... Journal of Computational Physics 380, 29-47, 2019	73	2019
Embedded Model Error Representation for Bayesian Model Calibration K Sargsyan, X Huan, HN Najm International Journal for Uncertainty Quantification 9 (4), 365-394, 2019	71	2019
Compressive Sensing with Cross-Validation and Stop-Sampling for Sparse Polynomial Chaos Expansions X Huan, C Safta, K Sargsyan, ZP Vane, G Lacaze, JC Oefelein, HN Najm SIAM/ASA Journal on Uncertainty Quantification 6 (2), 907-936, 2018	44	2018
Global Sensitivity Analysis and Estimation of Model Error, Toward Uncertainty Quantification in Scramjet Computations X Huan, C Safta, K Sargsyan, G Geraci, MS Eldred, ZP Vane, G Lacaze, ... AIAA Journal 56 (3), 1170-1184, 2018	42	2018
Variational system identification of the partial differential equations governing microstructure evolution in materials: Inference over sparse and spatially unrelated data Z Wang, X Huan, K Garikipati Computer Methods in Applied Mechanics and Engineering 377, 113706, 2021	40*	2021
Bayesian sequential optimal experimental design for nonlinear models using policy gradient reinforcement learning W Shen, X Huan Computer Methods in Applied Mechanics and Engineering 416, 116304, 2023	38	2023
Understanding uncertainty: how lay decision-makers perceive and interpret uncertainty in human-AI decision making S Prabhudesai, L Yang, S Asthana, X Huan, QV Liao, N Banovic Proceedings of the 28th international conference on intelligent user …, 2023	38	2023
Entropy-based closure for probabilistic learning on manifolds C Soize, R Ghanem, C Safta, X Huan, ZP Vane, J Oefelein, G Lacaze, ... Journal of Computational Physics 388, 518-533, 2019	32	2019
Stochastic surrogate model for meteotsunami early warning system in the eastern Adriatic Sea C Denamiel, J Šepić, X Huan, C Bolzer, I Vilibić Journal of Geophysical Research: Oceans 124 (11), 8485-8499, 2019	30	2019
Design optimization of a scramjet under uncertainty using probabilistic learning on manifolds RG Ghanem, C Soize, C Safta, X Huan, G Lacaze, JC Oefelein, HN Najm Journal of Computational Physics 399, 108930, 2019	29	2019
A perspective on regression and Bayesian approaches for system identification of pattern formation dynamics Z Wang, B Wu, K Garikipati, X Huan Theoretical and Applied Mechanics Letters 10 (3), 188-194, 2020	26	2020
Interface and Boundary Schemes for High-Order Methods X Huan, J Hicken, D Zingg 19th AIAA Computational Fluid Dynamics, AIAA Paper 2009-3658, 2009	26	2009
Enhancing Model Predictability for a Scramjet Using Probabilistic Learning on Manifolds C Soize, RG Ghanem, C Safta, X Huan, ZP Vane, JC Oefelein, G Lacaze, ... AIAA Journal 57 (1), 365-378, 2018	24	2018
Uncertainty Assessment of Octane Index Framework for Stoichiometric Knock Limits of Co-Optima Gasoline Fuel Blends D Vuilleumier, X Huan, T Casey, MG Sjöberg SAE International Journal of Fuels and Lubricants 11 (3), 247-270, 2018	23	2018

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