Probabilistic Physics-integrated Neural Differentiable Modeling for Isothermal Chemical Vapor Infiltration Process. - Deepak Akhare; Zeping Chen; Richard Gulotty; Tengfei Luo; Jian-Xun Wang 001 (CoRR, 2023)

DiffHybrid-UQ: Uncertainty Quantification for Differentiable Hybrid Neural Modeling. - Deepak Akhare; Tengfei Luo; Jian-Xun Wang 001 (CoRR, 2024)

Implicit Neural Differential Model for Spatiotemporal Dynamics. - Deepak Akhare; Pan Du; Tengfei Luo; Jian-Xun Wang 001 (CoRR, 2025)

Data-Augmented Few-Shot Neural Stencil Emulation for System Identification of Computer Models. - Sanket R. Jantre; Deepak Akhare; Xiaoning Qian; Nathan M. Urban (CoRR, 2025)