A survey organizing AI-powered research automation into five workflow stages, defining AutoResearch and Vibe Research, and proposing five evaluation dimensions while noting domain-conditioned limits on autonomy.
A mobile robotic chemist.Nature, 583(7815):237–241
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An AI interoperability framework between FINALES and Kadi4Mat uses batched Bayesian optimization to explore trade-offs between shorter formation time and higher end-of-life performance in sodium-ion coin cells.
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AutoResearch AI: Towards AI-Powered Research Automation for Scientific Discovery
A survey organizing AI-powered research automation into five workflow stages, defining AutoResearch and Vibe Research, and proposing five evaluation dimensions while noting domain-conditioned limits on autonomy.
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Accelerating battery research with an AI interface between FINALES and Kadi4Mat
An AI interoperability framework between FINALES and Kadi4Mat uses batched Bayesian optimization to explore trade-offs between shorter formation time and higher end-of-life performance in sodium-ion coin cells.