| Multi-fidelity Bayesian neural networks: Algorithms and applications X Meng, H Babaee, GE Karniadakis Journal of Computational Physics 438, 110361, 2021 | 160 | 2021 |
| 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 | 90 | 2018 |
| 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 | 78 | 2022 |
| 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 | 78* | 2016 |
| Deep learning of turbulent scalar mixing M Raissi, H Babaee, P Givi Physical Review Fluids 4 (12), 124501, 2019 | 77 | 2019 |
| 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 | 64 | 2022 |
| 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 | 58 | 2016 |
| 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 | 53 | 2017 |
| 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 | 47 | 2021 |
| 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 | 47 | 2015 |
| 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 | 40 | 2024 |
| 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 | 40 | 2017 |
| Parametric Gaussian process regression for big data M Raissi, H Babaee, GE Karniadakis Computational Mechanics 64, 409-416, 2019 | 35 | 2019 |
| 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 | 33 | 2020 |
| Effect of uncertainty in blowing ratio on film cooling effectiveness H Babaee, X Wan, S Acharya Journal of heat transfer 136 (3), 031701, 2014 | 32 | 2014 |
| 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 | 30 | 2022 |
| Oblique projection for scalable rank-adaptive reduced-order modelling of nonlinear stochastic partial differential equations with time-dependent bases M Donello, G Palkar, MH Naderi, DC Del Rey Fernández, H Babaee Proceedings of the Royal Society A 479 (2278), 20230320, 2023 | 24 | 2023 |
| Adaptive sparse interpolation for accelerating nonlinear stochastic reduced-order modeling with time-dependent bases MH Naderi, H Babaee Computer Methods in Applied Mechanics and Engineering 405, 115813, 2023 | 24 | 2023 |
| 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 | 23 | 2022 |
| 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 | 23 | 2019 |
George Em KarniadakisThe Charles Pitts Robinson and John Palmer Barstow Professor of Applied Mathematics and EngineeringBestätigte E-Mail-Adresse bei brown.edu