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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Arnab Mukherjee

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Open access 2026

Don't Just Translate: Verify - LLM-Guided Solidity Migration with Semantic Guarantees

This paper presents a closed-loop framework for semantics-preserving smart contract migration that combines LLM-based code generation with formal verification and performs migration iteratively through compilation, bytecode-level equivalence checking, counterex-ample generation, and refinement.

Arnab Mukherjee, S. Bandyopadhyay, Raju Halder et al. · 0 citations
Open access Jul 2026

A Comprehensive Evaluation of Protein Structure Prediction Models for Short Peptides

A comprehensive benchmarking of five state-of-the-art protein structure prediction models demonstrates that prediction accuracy systematically improves with peptide length, and demonstrates that a multi-model consensus approach provides a rational framework for identifying robust structural hypotheses in the absence of...

Brataraj Ghosh, Arnab Mukherjee · 1 citation

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