Causality-Respecting Adaptive Refinement for PINNs: Enabling Precise Interface Evolution in Phase Field Modeling. - Wei Wang; Tang Paai Wong; Haihui Ruan; Somdatta Goswami (CoRR, 2024)

Precision Glass Thermoforming Assisted by Neural Networks. - Yuzhou Zhang; Mohan Hua; Haihui Ruan (CoRR, 2024)

Accelerating Multiscale Modeling with Hybrid Solvers: Coupling FEM and Neural Operators with Domain Decomposition. - Wei Wang; Maryam Hakimzadeh; Haihui Ruan; Somdatta Goswami (CoRR, 2025)