2026
Publications
Research articles and preprints in scientific machine learning, inverse problems, mathematical modeling, and nonlinear PDEs.
Preprints & Submitted
2026
Global Finite-Energy Weak Solutions and Sharp Entropy Decay for a Poisson–Nernst–Planck System with Interspecies Drag and Steric Effects
2026
Event-Structured Physics-Informed Neural Networks for Differentiable Critical Clearing Boundaries
Published & Accepted
2026
On a Phase Field Model for Binary Mixtures of Micropolar Fluids with Non-Matched Densities and Moving Contact Lines
2026
A Finite Element Framework for Simulating Residential Burglary in Realistic Urban Geometries
2026
Stability in Training PINNs for Stiff PDEs: Why Initial Conditions Matter
2023