Robert Stephany

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 8

Top Topics

Partial Differential Equations

Top Venues

Neural Networks

J. Comput. Phys.

Publications

Robert Stephany
DDE-Find: Learning Delay Differential Equations from Noisy, Limited Data. CoRR (2024)
Robert Stephany, Christopher J. Earls
PDE-LEARN: Using deep learning to discover partial differential equations from noisy, limited data. Neural Networks 174 (2024)
Robert Stephany, Christopher J. Earls
Weak-PDE-LEARN: A weak form based approach to discovering PDEs from noisy, limited data. J. Comput. Phys. 506 (2024)
Robert Stephany, Christopher J. Earls
Weak-PDE-LEARN: A Weak Form Based Approach to Discovering PDEs From Noisy, Limited Data. CoRR (2023)
Maria Oprea, Mark Walth, Robert Stephany, Gabriella Torres Nothaft, Arnaldo Rodriguez-Gonzalez, William A. Clark
Learning the Delay Using Neural Delay Differential Equations. CoRR (2023)
Robert Stephany, Christopher J. Earls
PDE-READ: Human-readable partial differential equation discovery using deep learning. Neural Networks 154 (2022)
Robert Stephany, Christopher J. Earls
PDE-LEARN: Using Deep Learning to Discover Partial Differential Equations from Noisy, Limited Data. CoRR (2022)
Robert Stephany, Christopher J. Earls
PDE-READ: Human-readable Partial Differential Equation Discovery using Deep Learning. CoRR (2021)