Muslim Malik

Indian Institute of Technology Mandi

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

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Architecture Design (Transformers, SSMs, MoE) (1)Scientific Discovery & Drug Design (1)Training Efficiency & Optimization (1)

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Somnath Giri (1)Rishikesh Yadav (1)

Papers (1)

Oct 19, 2026

IIT1d ago

Residual-Based Adaptive Refinement in Hybrid Variational-Collocation PINNs for Singular Elliptic PDEs with Mixed Dirichlet-Neumann Boundary Conditions

Adaptive refinement guided by collocation residuals in hybrid PINNs slashes solution errors for singular PDEs by up to 38x, outperforming uniform refinement.

Somnath Giri, Muslim Malik, Rishikesh Yadav

Architecture Design (Transformers, SSMs, MoE)Scientific Discovery & Drug Design Training Efficiency & Optimization

Muslim Malik

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)

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Muslim Malik

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)