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Ali Can Bekar
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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
1272021
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
242023
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
202022
Peridynamics enabled learning partial differential equations
AC Bekar, E Madenci
Journal of Computational Physics 434, 110193, 2021
202021
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
192021
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
112022
Multiphysics discovery with moving boundaries using Ensemble SINDy and peridynamic differential operator
AC Bekar, E Haghighat, E Madenci
Engineering with Computers, 1-18, 2024
12024
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
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