Jingye Tan

1. Interval and fuzzy physics-augmented neural networks (iPANN and fPANN) for uncertainty quantification and propagation in constitutive modeling
   2026/07/22 by Somesh Pratap Singh, Govinda Anantha Padmanabha, Jingye Tan +4
   #cs.LG #physics.comp-ph
2. Materials Behavior as Mechanism Ensembles: A Probabilistic Framework for Emergent Behaviors
   2026/07/29 by Brad L. Boyce, Mitchell A. Wood, Krishna Garikipati +16
   Physics and Astronomy · #cond-mat.mtrl-sci