most citedA Graded Mesh Refinement for 2D Poisson's Equation on Non Convex Polygonal Domains

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stat.ML2025

PBPK-iPINNs: Inverse Physics-Informed Neural Networks for Physiologically Based Pharmacokinetic Brain Models

Charuka D. Wickramasinghe, Krishanthi C. Weerasinghe, Pradeep K. Ranaweera +1

Physics-Informed Neural Networks (PINNs) integrate machine learning with differential equations to solve forward and inverse problems while ensuring that predictions adhere to phys…