Research
Papers
Publications linked to models, labs and benchmarks. Authors, venues and abstracts come from arXiv and publisher pages; model links come from model cards citing the paper.
4 papers
| Title | Authors | Organization | Published | Introduces Models (and artifacts) whose model card or documentation cites this paper — inbound described_by relations. | Datasets | Benchmarks | Code |
|---|---|---|---|---|---|---|---|
| IsingFormer: Augmenting Parallel Tempering With Learned ProposalsarXiv:2509.23043cs.LG | Abdelrahman S. Abdelrahman, Corentin Delacour, Kerem Y. Camsari +2 | — | 16 Sept 2026 | — | — | — | — |
| Bridging Control, Inference, Transport, and Thermodynamics: From Theory to Applications in LearningarXiv:2609.15897cond-mat.stat-mech | Benjamin Eysenbach, Benjamin Sorkin, Catherine Ji +2 | — | 15 Sept 2026 | — | — | — | — |
| Learning the Intrinsic Dimensionality of Fermi-Pasta-Ulam-Tsingou Trajectories: A Nonlinear Approach using a Deep Autoencoder ModelarXiv:2601.19567cond-mat.stat-mech | Gionni Marchetti | — | 15 Sept 2026 | — | — | — | — |
| Statistical Mechanics of Semantic CompressionarXiv:2503.00612cond-mat.dis-nn | Tankut Can | — | 14 Sept 2026 | — | — | — | — |
4 results
Author lists and categories are copied from the paper's own metadata (arXiv, publisher). Linked models, datasets, benchmarks and code come from stated relations only; a dash means no source stated one.