Author

Souvik Chakraborty

Observed name: Chakraborty, Souvik

Institutions: Johns Hopkins University, University of Illinois Urbana-Champaign, Indian Institute of Technology Delhi

Observed institutions: Johns Hopkins University, University of Illinois Urbana-Champaign, Indian Institute of Technology Delhi

OpenAlex ID: A5130600733

Adversarial Vulnerabilities in Neural Operator Digital Twins: Gradient-Free Attacks on Nuclear Thermal-Hydraulic Surrogates

2026 · Roy, Samrendra, Kobayashi, Kazuma, et al. · arXiv (Cornell University) · 6

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

2026 · Roy, Samrendra, Chakraborty, Souvik, et al. · arXiv (Cornell University) · 3

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Towards Data-Efficient Cross-Device Generalization of Grad-Shafranov Equilibria via Transfer Learning Neural Operator

2026 · Yoo, Jay Phil, Howes, William, et al. · arXiv (Cornell University) · 1

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When Spike Sparsity Does Not Translate to Deployed Cost: VS-WNO on Jetson Orin Nano

2026 · Yoo, Jason, Garg, Shailesh, et al. · arXiv (Cornell University) · 1

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SPINONet: Scalable Spiking Physics-informed Neural Operator for Computational Mechanics Applications

2026 · Garg, Shailesh, Mandl, Luis, et al. · arXiv (Cornell University) · 1

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Scalable Random Wavelet Features: Efficient Non-Stationary Kernel Approximation with Convergence Guarantees

2026 · Kumar, Sawan, Chakraborty, Souvik · arXiv (Cornell University) · 1

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Beyond Pairwise Graphs in Science: Hypergraph Adaptive Wavelet Operators for Parametric PDEs

2026 · Sarkar, Rajat, Runkana, Venkataramana, et al. · arXiv (Cornell University)

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See, Hypothesize, Validate: Multimodal Agentic Framework for Discovering Governing PDEs

2026 · Pekhale, Sarang Manoj, Roy, Amartya, et al. · arXiv (Cornell University)

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Stochastic Smoothed Particle Hydrodynamics for Stochastic Mechanics Problems

2026 · Tiwari, Mridul, Kumar, Sawan, et al. · arXiv (Cornell University)

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Gradient-Free Continual Learning in Spiking Neural Networks via Inter-Spike Interval Regularization

2026 · Roy, Samrendra, Kobayashi, Kazuma, et al. · arXiv (Cornell University)

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CoNBONet: Conformalized Neuroscience-inspired Bayesian Operator Network for Reliability Analysis

2026 · Garg, Shailesh, Chakraborty, Souvik · arXiv (Cornell University)

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TrustFed: Enabling Trustworthy Medical AI under Data Privacy Constraints

2026 · Kumar, Vagish, Alam, Syed Bahauddin, et al. · arXiv (Cornell University)

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Neural Hodge Corrective Solvers: A Hybrid Iterative-Neural Framework

2026 · Puthli, Arjun, Goswami, Somdatta, et al. · arXiv (Cornell University)

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CortiNet: A Physics-Perception Hybrid Cortical-Inspired Dual-Stream Network for Gallbladder Disease Diagnosis from Ultrasound

2026 · Kumar, Vagish, Chakraborty, Souvik · arXiv (Cornell University)

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Works count: 14

Citation count: 13

H-index: 2

I10-index: