Prof. Andrey A. Popov

Assistant Professor (U.S. Citizen)

Physics-informed neural networks for PDE-constrained optimization and control


Journal article


Jostein Barry-Straume, Arash Sarshar, Andrey A Popov, Adrian Sandu
Communications on Applied Mathematics and Computation, Springer Nature Singapore Singapore, 2025, pp. 1--24

Cite

Cite

APA   Click to copy
Barry-Straume, J., Sarshar, A., Popov, A. A., & Sandu, A. (2025). Physics-informed neural networks for PDE-constrained optimization and control. Communications on Applied Mathematics and Computation, 1–24.


Chicago/Turabian   Click to copy
Barry-Straume, Jostein, Arash Sarshar, Andrey A Popov, and Adrian Sandu. “Physics-Informed Neural Networks for PDE-Constrained Optimization and Control.” Communications on Applied Mathematics and Computation (2025): 1–24.


MLA   Click to copy
Barry-Straume, Jostein, et al. “Physics-Informed Neural Networks for PDE-Constrained Optimization and Control.” Communications on Applied Mathematics and Computation, Springer Nature Singapore Singapore, 2025, pp. 1–24.


BibTeX   Click to copy

@article{barry-straume2025a,
  title = {Physics-informed neural networks for PDE-constrained optimization and control},
  year = {2025},
  journal = {Communications on Applied Mathematics and Computation},
  pages = {1--24},
  publisher = {Springer Nature Singapore Singapore},
  author = {Barry-Straume, Jostein and Sarshar, Arash and Popov, Andrey A and Sandu, Adrian}
}