Souvik Chakraborty

Department of Applied Mechanics, Indian Institute of Technology Delhi, New Delhi, India

Papers on Lattice

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Research focus

Data Curation & Synthetic Data (1)Red-Teaming & Adversarial Robustness (1)Scientific Discovery & Drug Design (1)

Frequent co-authors

Samrendra Roy (1)Souvik Chakraborty (1)S. Alam (1)Syed Bahauddin Alam (1)

Papers (1)

Apr 14, 2026

Apr 14, 2026·also UIUC

Beyond Uniform Sampling: Synergistic Active Learning and Input Denoising for Robust Neural Operators

Uniform sampling fails to adequately cover the vulnerability landscape of neural operators, as optimal training data is architecture-dependent, necessitating targeted data generation strategies.

Samrendra Roy, Souvik Chakraborty, Souvik Chakraborty +2

Data Curation & Synthetic Data Red-Teaming & Adversarial Robustness Scientific Discovery & Drug Design

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Souvik Chakraborty

Research focus

Frequent co-authors

Papers (1)