Author of the publication

DeepXDE: A Deep Learning Library for Solving Differential Equations.

, , , and . SIAM Rev., 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

Gradient-enhanced physics-informed neural networks for forward and inverse PDE problems., , , and . CoRR, (2021)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)NeuralUQ: A Comprehensive Library for Uncertainty Quantification in Neural Differential Equations and Operators., , , and . SIAM Rev., 66 (1): 161-190 (February 2024)PPINN: Parareal Physics-Informed Neural Network for time-dependent PDEs., , , and . CoRR, (2019)B-PINNs: Bayesian physics-informed neural networks for forward and inverse PDE problems with noisy data., , and . J. Comput. Phys., (2021)Uncertainty Quantification in Scientific Machine Learning: Methods, Metrics, and Comparisons., , , , and . CoRR, (2022)Physics-informed neural networks for predicting gas flow dynamics and unknown parameters in diesel engines., , , and . CoRR, (2023)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)