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20222026
most citedA replica exchange preconditioned Crank-Nicolson Langevin dynamic MCMC method for Bayesian inverse problems

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cs.AI2026

A Multi-Agent Human-LLM Collaborative Framework for Closed-Loop Scientific Literature Summarization

Maxwell J. Jacobson, Daniel Xie, Jackson Shen +6

Scientific discovery is slowed by fragmented literature that requires excessive human effort to gather, analyze, and understand. AI tools, including autonomous summarization and qu…