Qade: Solving Differential Equations on Quantum AnnealersQuantum Science and Technology (QST), 2022 |
Physics-informed neural networks for solving parametric magnetostatic
problemsIEEE transactions on energy conversion (IEEE Trans. Energy Convers.), 2022 |
Scientific Machine Learning through Physics-Informed Neural Networks:
Where we are and What's nextJournal of Scientific Computing (J. Sci. Comput.), 2022 |
Finite Basis Physics-Informed Neural Networks (FBPINNs): a scalable
domain decomposition approach for solving differential equationsAdvances in Computational Mathematics (Adv. Comput. Math.), 2021 |
Conditional physics informed neural networksCommunications in nonlinear science & numerical simulation (CNSNS), 2021 |