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  1. Home
  2. /Repositories
  3. /dralgroup/mlatom
Read original ↗
repoGitHubTrust 82 · PrimaryPublished 1mo agoLive · 10d ago

dralgroup/mlatom

AI-enhanced computational chemistry

Lineage graph

Paper → model → repo connections mined from source citations (Tier-1 exact match).

Why these links exist

Every edge carries a method, confidence, and the source snippet that justified it — so bad links are debuggable.

  • PossiblePossibly related (embedding) · 63%A near-autonomous AI chemist improves a challenging reaction in medicinal chemistry →
  • PossiblePossibly related (embedding) · 56%Bridging three-dimensional molecular structures and artificial intelligence with a conformation description language →
  • PossiblePossibly related (embedding) · 54%Argonne team’s ChemGraph unlocks AI for chemistry and materials science - anl.gov →
  • PossiblePossibly related (embedding) · 53%Agentic generation of verifiable rules for deterministic, self-expanding reaction classification →
  • PossiblePossibly related (embedding) · 50%Beyond Drug Discovery: The Nanotechnology Molecular Optimization (NMO) Benchmark →
  • PossiblePossibly related (embedding) · 45%CatRetriever: Contrastive Representation Learning for Slab-to-Bulk Retrieval in Generative Catalyst Discovery →
  • PossiblePossibly related (embedding) · 48%Learning Mechanistic Reasoning for Chemical Reactions with Large Language Models →
  • PossiblePossibly related (embedding) · 49%Artificial intelligence and quantum chemistry unveil next-generation "dual-modulated" catalysts for fuel cells - EurekAlert! →

Covers

newsA near-autonomous AI chemist improves a challenging reaction in medicinal chemistrynewsBridging three-dimensional molecular structures and artificial intelligence with a conformation description languagenewsArgonne team’s ChemGraph unlocks AI for chemistry and materials science - anl.gov

Implements

paperAgentic generation of verifiable rules for deterministic, self-expanding reaction classificationpaperBeyond Drug Discovery: The Nanotechnology Molecular Optimization (NMO) Benchmark

Implements (incoming)

paperCatRetriever: Contrastive Representation Learning for Slab-to-Bulk Retrieval in Generative Catalyst DiscoverypaperLearning Mechanistic Reasoning for Chemical Reactions with Large Language Models

Covers (incoming)

newsArtificial intelligence and quantum chemistry unveil next-generation "dual-modulated" catalysts for fuel cells - EurekAlert!newsAI-Driven Lead Optimization in Medicinal Chemistry - Drug Discovery NewsnewsFAIRChem v2 UMA for Multidomain Atomistic Simulation across Molecules, Catalysts, Materials, Vibrations, and Molecular Dynamics - MarkTechPost

Related across the graph

newsFAIRChem v2 UMA for Multidomain Atomistic Simulation across Molecules, Catalysts, Materials, Vibrations, and Molecular Dynamics - MarkTechPostpaperLearning Mechanistic Reasoning for Chemical Reactions with Large Language ModelsnewsAI-Driven Lead Optimization in Medicinal Chemistry - Drug Discovery NewspaperBeyond Drug Discovery: The Nanotechnology Molecular Optimization (NMO) BenchmarknewsArgonne team’s ChemGraph unlocks AI for chemistry and materials science - anl.govnewsA near-autonomous AI chemist improves a challenging reaction in medicinal chemistrynewsArtificial intelligence and quantum chemistry unveil next-generation "dual-modulated" catalysts for fuel cells - EurekAlert!paperCatRetriever: Contrastive Representation Learning for Slab-to-Bulk Retrieval in Generative Catalyst DiscoverynewsBridging three-dimensional molecular structures and artificial intelligence with a conformation description languagepaperAgentic generation of verifiable rules for deterministic, self-expanding reaction classification
Knowledge path·NFAIRChem v2 UMA for Multidomain Atomistic Simulation across Molecules, Catalysts, Materials, Vibrations, and Molecular Dynamics - MarkTechPost→PLearning Mechanistic Reasoning for Chemical Reactions with Large Language Models→NAI-Driven Lead Optimization in Medicinal Chemistry - Drug Discovery News→Rdralgroup/mlatom

Topics

artificial-intelligencecomputational-chemistrydeep-learningkernel-methodkernel-ridge-regressionmachine-learningmachine-learning-potentialneural-networkquantum-chemistryquantum-chemistry-programs

Explore

Search similar →Knowledge graph →All repos →Full intelligence feed →
Graph trust82Primary
Graph score157