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State of Scientific AI | Report | ScienceToStartup
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Scientific AI
State of Scientific AI
5 papers · avg viability 6.6
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Machines acquire scientific taste from institutional traces
(8.0)
ReThinker: Scientific Reasoning by Rethinking with Guided Reflection and Confidence Control
(7.0)
Knowledge Graphs are Implicit Reward Models: Path-Derived Signals Enable Compositional Reasoning
(7.0)
SciDesignBench: Benchmarking and Improving Language Models for Scientific Inverse Design
(6.0)
Equivariant Evidential Deep Learning for Interatomic Potentials
(5.0)
Representation choice shapes the interpretation of protein conformational dynamics
(3.0)
LAtent Phase Inference from Short time sequences using SHallow REcurrent Decoders (LAPIS-SHRED)
(0.0)
