AI FOR SCIENCE · ON THE RECORD
Imperial College London
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Research on the record
- 2026-10-26ChronoSyn learns the order in which materials were first reported, and picks out real materials more often than the same model with the years shuffledLevel 3 · Checked against existing evidence
- 2026-10-08Claude derived, coded and fitted a new equation of state for polar fluids from a one-page brief; it fits ethers within about 1% and needs its polar term all but switched off for ketonesLevel 2 · Computed
- 2026-10-01Imperial's GEODE makes 11.9% metastable, unique and novel crystals on MP-20, against 7.7% for the next symmetry-aware modelLevel 2 · Computed
- 2026-09-29CARAT tests whether a materials LLM reasons over a crystal structure or copies the answer printed in its inputLevel 2 · Computed
- 2025-10-23A classifier trained on known crystals estimates that 80-84% of GNoME's predicted compositions are likely to be disorderedLevel 2 · Computed
Graded by how far the evidence went, not how good the result is. See the methodology.
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People
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Named on AI4S.fyi
- AAron WalshProfessor; Chair in Materials Design, Department of Materials ChronoSyn learns the order in which materials were first reported, and picks out real materials more often than the same model with the years shuffled
- JJunkil ParkResearch Associate in Materials Informatics, Department of Materials ChronoSyn learns the order in which materials were first reported, and picks out real materials more often than the same model with the years shuffled
Kevin BuzzardProfessor of Pure Mathematics How to Formalize All of Mathematics
Erich A. MüllerProfessor of Thermodynamics, Department of Chemical Engineering Claude derived, coded and fitted a new equation of state for polar fluids from a one-page brief; it fits ethers within about 1% and needs its polar term all but switched off for ketones
Alex GanoseAssociate Professor, Department of Chemistry Imperial's GEODE makes 11.9% metastable, unique and novel crystals on MP-20, against 7.7% for the next symmetry-aware model
Yuchen LouPhD student, Virtual Atoms Group (generative models for crystalline materials) Imperial's GEODE makes 11.9% metastable, unique and novel crystals on MP-20, against 7.7% for the next symmetry-aware model
This page compiles what AI4S.fyi has recorded and links each item to its source. It is not a grade of the organization and not its complete history: a blank means the record has not caught up as often as it means nothing happened.