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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.

14 papers

Papers
TitleAuthorsOrganizationPublishedIntroduces Models (and artifacts) whose model card or documentation cites this paper — inbound described_by relations.DatasetsBenchmarksCode
IsingFormer: Augmenting Parallel Tempering With Learned ProposalsarXiv:2509.23043cs.LGAbdelrahman S. Abdelrahman, Corentin Delacour, Kerem Y. Camsari +216 Sept 2026
Symmetry- and Property-Aware Crystal Generation with Reinforcement Learning for Inverse Materials DesignarXiv:2609.13468cond-mat.mtrl-sciArun Bansil, Qimin Yan, Ting-Wei Hsu16 Sept 2026
A panoramic aerodynamic performance prediction method for turbomachinery cascades using transformer-enhanced neural operatorarXiv:2609.16066cs.LGLiming Song, Qineng Wang, Tianyuan Liu +116 Sept 2026
Recovering Physical Parameters from Fragmented Observations via Exact Distributed Spline MergingarXiv:2609.16579cs.LGNaveen Mysore16 Sept 2026
Improving Reduced-Order Rotating Detonation Engine Models with Data Assimilation and Machine LearningarXiv:2609.16237physics.flu-dynAshwin Suriyanarayanan, Romit Maulik16 Sept 2026
Benchmarking Optimizers to Solve Inverse Problems with Differentiable Physics SimulatorsarXiv:2609.13819cs.LGHuanhuan Xia, Xiang Chen15 Sept 2026
Single-condition neural solvers encode transferable response spaces for parametric differential equationsarXiv:2609.15432cs.LGWeiwei Zhang, Wenbo Cao15 Sept 2026
Neural Modal Decomposition: Architectural Priors from ObservablesarXiv:2609.14402physics.comp-phJuho Park, Kaushik Sengupta15 Sept 2026
Active Learning with Bayesian Multi-Fidelity Laplace Neural Operators for Oscillatory Parametric PDEsarXiv:2502.00550cs.LGBongseok Kim, Guang Lin, Haoyang Zheng +115 Sept 2026
PhysSAE: Mechanistic Interpretability of PINNs with Sparse AutoencodersarXiv:2609.07061cs.LGEshwar R. A., Gajanan V. Honnavar, Nandita N. Patil15 Sept 2026
Fundamental Dynamical Units for Physics-Informed Structural Inference from Perturbation Time-Series in Networked SystemsarXiv:2609.11934cs.LGNima Nouri14 Sept 2026
Physics-enriched neural solvers for transient ice-flow simulationarXiv:2609.12900physics.comp-phAndreas Vieli, Brandon Finley, Guillaume Jouvet +214 Sept 2026
A unified self-supervised framework for single-frame Fresnel CDI and overlapped ptychographyarXiv:2602.21361physics.opticsAashwin Mishra, Albert Vong, Apurva Mehta +214 Sept 2026
A Two-Mirror Faceted Projection System for EUV LithographyarXiv:2609.11299physics.opticsVasiliy A. Es'kin, Egor V. Ivanov, Olga V. Martynova11 Sept 2026

14 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.