Author

Shashwat Sourav

Observed name: Sourav, Shashwat

Institutions: Oak Ridge National Laboratory, Washington University in St. Louis

Observed institutions: Oak Ridge National Laboratory, Washington University in St. Louis, Indian Institute of Science Education and Research, Bhopal

OpenAlex ID: A5000717216

A Survey on Hypothesis Generation for Scientific Discovery in the Era of Large Language Models

2025 · Alkan, Atilla Kaan, Sourav, Shashwat, et al. · arXiv (Cornell University) · 36

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The Closure Relations in High-Energy Gamma-ray Bursts Detected by Fermi-LAT

2023 · Maria Dainotti, Delina Levine, et al. · Galaxies · 15

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Partially Blinded Unlearning: Class Unlearning for Deep Networks from Bayesian Perspective

2025 · Subhodip Panda, Shashwat Sourav, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 6

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Graph-Native Reinforcement Learning Enables Traceable Scientific Hypothesis Generation through Conceptual Recombination

2026 · Pal, Subhadeep, Sourav, Shashwat, et al. · arXiv (Cornell University) · 5

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Critique: Sentiment-topic dynamic collaborative analysis-based public opinion mapping in aviation disaster management: A case study of the MU5735 air crash

2024 · Praveen SV, Shashwat Sourav, et al. · International Journal of Disaster Risk Reduction · 4

The Tell-Tale Trace: Detecting Reasoning Failures in LLMs Using Chain-of-Thought Dynamics

2026 · Sourav, Shashwat, Balwani, Aishwarya · arXiv (Cornell University) · 1

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The Great Chat in the Sky: Aligning Exotic Astronomical Data to Language with AstroBridge

2026 · Habib, Ibrahim, Li, Kevin, et al. · arXiv (Cornell University)

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Do Astronomical Foundation Models Know When They Will Fail?

2026 · Bulusu, Vaidehi, Goyal, Mehul, et al. · arXiv (Cornell University)

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Gestalt: a meta-foundation model for astronomy

2026 · Smith, Michael J., Sourav, Shashwat · arXiv (Cornell University)

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What AstroPT knows about galaxies, and what that can teach us about LLMs

2026 · UniverseTBD, :, et al. · arXiv (Cornell University)

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Visualizing Graph-to-Answer Mechanism Recovery in Materials-Science Hypothesis Generation

2026 · Sourav, Shashwat, Pal, Subhadeep, et al. · arXiv (Cornell University)

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Matter to Mechanism: A Benchmark for AI Co-Scientists in Materials and Battery Research

2026 · Sourav, Shashwat, He, Tanjin., et al. · arXiv (Cornell University)

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The Compressive Knowledge Graph Hypothesis: Which Graph Facts Matter for Scientific Hypothesis Generation?

2026 · Sourav, Shashwat, Baibakova, Viktoriia, et al. · arXiv (Cornell University)

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A Bayesian Learning, Greedy agglomerative clustering approach and evaluation techniques for Author Name Disambiguation Problem

2022 · Sourav, Shashwat · arXiv (Cornell University)

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Works count: 14

Citation count: 67

H-index: 4

I10-index: 2