Shawn Koohy

According to our database¹, Shawn Koohy authored at least 4 papers between 2023 and 2026.

Collaborative distances:

Timeline

Book In proceedings Article PhD thesis Dataset Other

2026

When PINNs Go Wrong: Pseudo-Time Stepping Against Spurious Solutions.

[DOI]

CoRR, April, 2026

Structure-Preserving Learning Improves Geometry Generalization in Neural PDEs.

[DOI]

CoRR, February, 2026

2025

S<sup>2</sup>GPT-PINNs: Sparse and Small models for PDEs.

[DOI]

CoRR, June, 2025

2023

GPT-PINN: Generative Pre-Trained Physics-Informed Neural Networks toward non-intrusive Meta-learning of parametric PDEs.

[DOI]

CoRR, 2023