Author of the publication

DeepXDE: A deep learning library for solving differential equations

, , , and . SIAM Review, 63 (1): 208--228 (2021)

Please choose a person to relate this publication to

To differ between persons with the same name, the academic degree and the title of an important publication will be displayed. You can also use the button next to the name to display some publications already assigned to the person.

 

Other publications of authors with the same name

Multi-fidelity Bayesian neural networks: Algorithms and applications., , and . J. Comput. Phys., (2021)Correcting model misspecification in physics-informed neural networks (PINNs)., , and . CoRR, (2023)Physics-informed neural networks with residual/gradient-based adaptive sampling methods for solving PDEs with sharp solutions., and . CoRR, (2023)Deep neural operator for learning transient response of interpenetrating phase composites subject to dynamic loading., , , , , and . CoRR, (2023)Variational inference in neural functional prior using normalizing flows: Application to differential equation and operator learning problems.. CoRR, (2023)Uncertainty quantification for noisy inputs-outputs in physics-informed neural networks and neural operators., , and . CoRR, (2023)A composite neural network that learns from multi-fidelity data: Application to function approximation and inverse PDE problems., and . J. Comput. Phys., (2020)DeepXDE: A deep learning library for solving differential equations, , , and . SIAM Review, 63 (1): 208--228 (2021)NeuralUQ: A comprehensive library for uncertainty quantification in neural differential equations and operators., , , and . CoRR, (2022)DeepXDE: A Deep Learning Library for Solving Differential Equations., , , and . AAAI Spring Symposium: MLPS, volume 2587 of CEUR Workshop Proceedings, CEUR-WS.org, (2020)