Jamie M. Taylor

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 11

Top Topics

Solving Partial Differential Equations

Markovian Decision

Top Venues

J. Nonlinear Sci.

SIAM J. Math. Anal.

Publications

Jamie M. Taylor, David Pardo, Judit Muñoz-Matute
Regularity-Conforming Neural Networks (ReCoNNs) for solving Partial Differential Equations. CoRR (2024)
Carlos Uriarte, Manuela Bastidas, David Pardo, Jamie M. Taylor, Sergio Rojas
Optimizing Variational Physics-Informed Neural Networks Using Least Squares. CoRR (2024)
Jamie M. Taylor, Manuela Bastidas, Victor M. Calo, David Pardo
Adaptive Deep Fourier Residual method via overlapping domain decomposition. CoRR (2024)
Carlos Uriarte, Jamie M. Taylor, David Pardo, Oscar A. Rodríguez, Patrick Vega
Memory-Based Monte Carlo Integration for Solving Partial Differential Equations Using Neural Networks. ICCS (2) (2023)
Jamie M. Taylor, Manuela Bastidas, David Pardo, Ignacio Muga
Deep Fourier Residual method for solving time-harmonic Maxwell's equations. CoRR (2023)
Tomás Teijeiro, Jamie M. Taylor, Ali Hashemian, David Pardo
Machine Learning Discovery of Optimal Quadrature Rules for Isogeometric Analysis. CoRR (2023)
Jamie M. Taylor, David Pardo, Ignacio Muga
A Deep Fourier Residual Method for solving PDEs using Neural Networks. CoRR (2022)
Jamie M. Taylor, Thomas G. Fai, Epifanio G. Virga, Xiaoyu Zheng, Peter Palffy-Muhoray
Cavity Volume and Free Energy in Many-Body Systems. J. Nonlinear Sci. 31 (5) (2021)
Jon Ander Rivera, Jamie M. Taylor, Angel Javier Omella, David Pardo
On quadrature rules for solving Partial Differential Equations using Neural Networks. CoRR (2021)
Angkana Rüland, Jamie M. Taylor, Christian Zillinger
Convex Integration Arising in the Modelling of Shape-Memory Alloys: Some Remarks on Rigidity, Flexibility and Some Numerical Implementations. J. Nonlinear Sci. 29 (5) (2019)
Jamie M. Taylor
An Analysis of Equilibria in Dense Nematic Liquid Crystals. SIAM J. Math. Anal. 50 (2) (2018)