| Solving inverse-PDE problems with physics-aware neural networks S Pakravan, PA Mistani, MA Aragon-Calvo, F Gibou Journal of Computational Physics 440, 110414, 2021 | 45 | 2021 |
| Towards a tensor network representation of complex systems P Mistani, S Pakravan, F Gibou Sustainable Interdependent Networks II: From Smart Power Grids to …, 2019 | 6 | 2019 |
| JAX-DIPS: neural bootstrapping of finite discretization methods and application to elliptic problems with discontinuities PA Mistani, S Pakravan, R Ilango, F Gibou Journal of Computational Physics 493, 112480, 2023 | 4 | 2023 |
| Tensor Network Renormalization as an Ultra-calculus for Complex System Dynamics P Mistani, S Pakravan, F Gibou Sustainable Interdependent Networks II: From Smart Power Grids to …, 2019 | 3 | 2019 |
| Neuro-symbolic partial differential equation solver P Mistani, S Pakravan, R Ilango, S Choudhry, F Gibou arXiv preprint arXiv:2210.14907, 2022 | 2 | 2022 |
| From Noise to Signal: Unveiling Treatment Effects from Digital Health Data through Pharmacology-Informed Neural-SDE S Pakravan, N Evangelou, M Usdin, L Brooks, J Lu arXiv preprint arXiv:2403.03274, 2024 | | 2024 |
| A fractional stochastic theory for interfacial polarization of cell aggregates PA Mistani, S Pakravan, FG Gibou arXiv preprint arXiv:2008.11819, 2020 | | 2020 |
| Jax-Dips: Neural Bootstrapping of Finite Discretization Methods and Application to Elliptic Problems with Discontinuities P Akbari Mistani, S Pakravan, R Ilango, F Gibou Available at SSRN 4270097, 0 | | |
Frederic GibouProfessor of Mechanical Engineering, Computer Science and Mathematics, UCSBVerified email at engineering.ucsb.edu
