A nonlocal physics-informed deep learning framework using the peridynamic differential operator E Haghighat, AC Bekar, E Madenci, R Juanes Computer Methods in Applied Mechanics and Engineering 385, 114012, 2021 | 127 | 2021 |
An unsupervised latent/output physics-informed convolutional-LSTM network for solving partial differential equations using peridynamic differential operator A Mavi, AC Bekar, E Haghighat, E Madenci Computer Methods in Applied Mechanics and Engineering 407, 115944, 2023 | 24 | 2023 |
On the solution of hyperbolic equations using the peridynamic differential operator AC Bekar, E Madenci, E Haghighat Computer Methods in Applied Mechanics and Engineering 391, 114574, 2022 | 20 | 2022 |
Peridynamics enabled learning partial differential equations AC Bekar, E Madenci Journal of Computational Physics 434, 110193, 2021 | 20 | 2021 |
Deep learning for solution and inversion of structural mechanics and vibrations E Haghighat, A Can Bekar, E Madenci, R Juanes Modeling and Computation in Vibration Problems, Volume 2: Soft Computing and …, 2021 | 19 | 2021 |
Solving the eikonal equation for compressional and shear waves in anisotropic media using peridynamic differential operator AC Bekar, E Madenci, E Haghighat, U Waheed, T Alkhalifah Geophysical Journal International 229 (3), 1942-1963, 2022 | 11 | 2022 |
Multiphysics discovery with moving boundaries using Ensemble SINDy and peridynamic differential operator AC Bekar, E Haghighat, E Madenci Engineering with Computers, 1-18, 2024 | 1 | 2024 |
Accelerating the discovery of steady-states of planetary interior dynamics with machine learning S Agarwal, N Tosi, C Hüttig, DS Greenberg, AC Bekar arXiv preprint arXiv:2408.17298, 2024 | | 2024 |
Determination of statistical steady states of thermal convection aided by machine learning predictions S Agarwal, N Tosi, C Hüttig, D Greenberg, A Bekar EPSC2024, 2024 | | 2024 |
Globally Conservative Multi-Resolution Autoregressive Predictions for Turbulent Flows A Bekar, D Greenberg, N Tosi, S Agarwal, C Hüttig | | 2024 |
Nonlocal Physics Informed Machine Learning Algorithms Using Peridynamic Differential Operator AC Bekar The University of Arizona, 2023 | | 2023 |