 PICT -- A Differentiable, GPU-Accelerated Multi-Block PISO Solver for Simulation-Coupled Learning Tasks in Fluid DynamicsJournal of Computational Physics (JCP), 2025 |
 Probabilistic Physics-integrated Neural Differentiable Modeling for
Isothermal Chemical Vapor Infiltration Processnpj Computational Materials (npj Comput Mater), 2023 |
 A probabilistic, data-driven closure model for RANS simulations with
aleatoric, model uncertaintyJournal of Computational Physics (JCP), 2023 |
 Neural Ideal Large Eddy Simulation: Modeling Turbulence with Neural
Stochastic Differential EquationsNeural Information Processing Systems (NeurIPS), 2023 |
 A Multifidelity deep operator network approach to closure for multiscale
systemsComputer Methods in Applied Mechanics and Engineering (CMAME), 2023 |
 Solving Inverse Physics Problems with Score MatchingNeural Information Processing Systems (NeurIPS), 2023 |
