Uvini Balasuriya Mudiyanselage

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Publication activitypapers/week, last 8 weeks

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Architecture Design (Transformers, SSMs, MoE) (1)Inference & Quantization (1)Training Efficiency & Optimization (1)

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A. Karimi (1)Kookjin Lee (1)

Papers (1)

Aug 26, 2026

Affiliation:2d ago

Physics-Informed Foresight Pruning for Sparse PINN Solvers of Nonlinear PDEs

Foresight pruning can significantly enhance the performance of sparse PINN solvers by focusing on the sensitivity of PDE residuals rather than just output dynamics.

A. Karimi, Uvini Balasuriya Mudiyanselage, Kookjin Lee

Architecture Design (Transformers, SSMs, MoE)Inference & Quantization Training Efficiency & Optimization

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Uvini Balasuriya Mudiyanselage

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)