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Hessam Babaee
Hessam Babaee
University of Pittsburgh, Mechanical Engineering and Materials Science
Verified email at pitt.edu - Homepage
Title
Cited by
Cited by
Year
Multi-fidelity Bayesian neural networks: Algorithms and applications
X Meng, H Babaee, GE Karniadakis
Journal of Computational Physics 438, 110361, 2021
1292021
Mechanistic insights into human brain impact dynamics through modal analysis
K Laksari, M Kurt, H Babaee, S Kleiven, D Camarillo
Physical review letters 120 (13), 138101, 2018
822018
Deep learning of turbulent scalar mixing
M Raissi, H Babaee, P Givi
Physical Review Fluids 4 (12), 124501, 2019
712019
A minimization principle for the description of modes associated with finite-time instabilities
H Babaee, TP Sapsis
Proceedings of the Royal Society A: Mathematical, Physical and Engineering …, 2016
68*2016
A quantum-inspired approach to exploit turbulence structures
N Gourianov, M Lubasch, S Dolgov, QY van den Berg, H Babaee, P Givi, ...
Nature Computational Science 2 (1), 30-37, 2022
542022
Multi-fidelity modelling of mixed convection based on experimental correlations and numerical simulations
H Babaee, P Perdikaris, C Chryssostomidis, GE Karniadakis
Journal of Fluid Mechanics 809, 895-917, 2016
532016
Reduced-order description of transient instabilities and computation of finite-time Lyapunov exponents
H Babaee, M Farazmand, G Haller, TP Sapsis
Chaos: An Interdisciplinary Journal of Nonlinear Science 27 (6), 2017
472017
A phase-field method for 3D simulation of two-phase heat transfer
X Zheng, H Babaee, S Dong, C Chryssostomidis, GE Karniadakis
International Journal of Heat and Mass Transfer 82, 282-298, 2015
432015
Physics-informed neural networks for brain hemodynamic predictions using medical imaging
M Sarabian, H Babaee, K Laksari
IEEE transactions on medical imaging 41 (9), 2285-2303, 2022
412022
On-the-fly reduced order modeling of passive and reactive species via time-dependent manifolds
D Ramezanian, AG Nouri, H Babaee
Computer Methods in Applied Mechanics and Engineering 382, 113882, 2021
332021
A robust bi-orthogonal/dynamically-orthogonal method using the covariance pseudo-inverse with application to stochastic flow problems
H Babaee, M Choi, TP Sapsis, GE Karniadakis
Journal of Computational Physics 344, 303-319, 2017
332017
Parametric Gaussian process regression for big data
M Raissi, H Babaee, GE Karniadakis
Computational Mechanics 64, 409-416, 2019
322019
Effect of uncertainty in blowing ratio on film cooling effectiveness
H Babaee, X Wan, S Acharya
Journal of heat transfer 136 (3), 031701, 2014
302014
Real-time reduced-order modeling of stochastic partial differential equations via time-dependent subspaces
P Patil, H Babaee
Journal of Computational Physics 415, 109511, 2020
272020
Learning stiff chemical kinetics using extended deep neural operators
S Goswami, AD Jagtap, H Babaee, BT Susi, GE Karniadakis
Computer Methods in Applied Mechanics and Engineering 419, 116674, 2024
232024
Computing sensitivities in evolutionary systems: a real-time reduced order modeling strategy
M Donello, MH Carpenter, H Babaee
SIAM Journal on Scientific Computing 44 (1), A128-A149, 2022
232022
Optimization of forcing parameters of film cooling effectiveness
H Babaee, S Acharya, X Wan
Journal of Turbomachinery 136 (6), 061016, 2014
222014
An observation-driven time-dependent basis for a reduced description of transient stochastic systems
H Babaee
Proceedings of the Royal Society A 475 (2231), 20190506, 2019
202019
A multifidelity framework and uncertainty quantification for sea surface temperature in the massachusetts and cape cod bays
H Babaee, C Bastidas, M Defilippo, C Chryssostomidis, GE Karniadakis
Earth and Space Science 7 (2), e2019EA000954, 2020
182020
Skeletal model reduction with forced optimally time dependent modes
AG Nouri, H Babaee, P Givi, HK Chelliah, D Livescu
Combustion and Flame 235, 111684, 2022
152022
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