Research domains

One research commons, many expert rooms.

AI & CS is the first complete collection. New fields start with trusted sources and tools, then grow under domain editors who understand what evidence matters there.

01FULL COLLECTION

AI & Computer Science

The original PaperTrace collection: model releases, foundational papers, systems, alignment, multimodality and research engineering.

Open desks
Foundation ModelsWorld ModelsEmbodied AIAgents & MCPMultimodalSystems & EfficiencyAlignment & SafetyHCI
arXiv cs.AI / cs.LG / cs.CLHugging Face PapersOpen-source repos
02LIVE SIGNALS

Biology & Medicine

Genomics, proteins, clinical evidence, computational biology and tools that connect papers to protocols and data.

Open desks
GenomicsProteinsDrug DiscoveryClinical EvidenceNeuroAIComputational Biology
Europe PMCPubMedbioRxiv / medRxiv
03LIVE SIGNALS

Physics

From high-energy physics and astrophysics to condensed matter, simulation and scientific machine learning.

Open desks
High-energy PhysicsAstrophysicsQuantumCondensed MatterSimulationScientific ML
arXiv physicsINSPIRE HEPNASA ADS
04LIVE SIGNALS

Mathematics & Statistics

Proofs, formal methods, probability, statistical inference and tools for checking or exploring mathematical work.

Open desks
OptimizationProbabilityFormal ProofCausal InferenceBayesian MethodsNumerical Methods
arXiv math / statMathlibzbMATH Open
05LIVE SIGNALS

Materials & Chemistry

Molecular simulation, structure search, reaction data and open infrastructure for materials discovery.

Open desks
Molecular DesignCatalysisBatteriesStructure PredictionMolecular DynamicsReaction Prediction
Materials ProjectChemRxivPLUMED
06LIVE SIGNALS

Social Science

Economics, psychology, policy and transparent workflows for data, preregistration, evidence synthesis and replication.

Open desks
EconomicsPsychologyOrganizationsPublic PolicyComputational Social ScienceReproducibility
SSRNOpenAlexOSF
Governance

Local expertise, shared infrastructure

Each field owns its curation rubric, canonical sources and reviewers. PaperTrace provides the bilingual publishing system, ranking model, automation and community surface.