Charuka D. Wickramasinghe

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20222025

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finite element method for the biharmonic problem with Dirichlet boundary conditions in a polygonal domain

3 citations · 5 across the 5 of their papers we have counts for

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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…