NeuroDiffEq: A Python package for solving differential equations with neural networks. - Feiyu Chen; David Sondak; Pavlos Protopapas; Marios Mattheakis; Shuheng Liu 001; Devansh Agarwal; Marco Di Giovanni 001 (J. Open Source Softw., 2020)

Evaluating Error Bound for Physics-Informed Neural Networks on Linear Dynamical Systems. - Shuheng Liu 001; Xiyue Huang; Pavlos Protopapas (CoRR, 2022)

Residual-based error bound for physics-informed neural networks. - Shuheng Liu 001; Xiyue Huang; Pavlos Protopapas (UAI, 2023)

Multimodal N-of-1 trials: A Novel Personalized Healthcare Design. - Jingjing Fu; Shuheng Liu 001; Siqi Du; Siqiao Ruan; Xuliang Guo; Weiwei Pan; Abhishek Sharma; Stefan Konigorski (CoRR, 2023)

Gravitational Duals from Equations of State. - Yago Bea; Raúl Jiménez; David Mateos; Shuheng Liu 001; Pavlos Protopapas; Pedro Tarancón-Álvarez; Pablo Tejerina-Pérez (CoRR, 2024)

Recent Advances of NeuroDiffEq - An Open-Source Library for Physics-Informed Neural Networks. - Shuheng Liu 001; Pavlos Protopapas; David Sondak; Feiyu Chen (CoRR, 2025)