AI Agent

From Legacy Fortran to Portable Kokkos: An Autonomous Agentic AI Workflow

Sparsh Gupta, Kamalavasan Kamalakkannan, Maxim Moraru, Galen Shipman, Patrick Diehl

机构 * Los Alamos National Laboratory（洛斯阿拉莫斯国家实验室） ； Franklin W. Olin College of Engineering（弗兰克林·W·奥林工程学院） 纠错

专题命中 工作流自动化 ：workflow(title,abstract)；agentic(title,abstract)；autonomous agent(title)；分类 cs.AI、cs.LG、cs.SE

Comments 12 pages, 6 figures, 7 tables

Automated Prediction of Thermodynamic Properties via Bayesian Free-Energy Reconstruction from Molecular Dynamics

Ekaterina Spirande, Timofei Miryashkin, Andrei Kolmakov, Alexander Shapeev

专题命中 工作流自动化 ：planning(abstract)；workflow(abstract)

Comments 48 pages (34 pages main text), 62 figures, 2 tables

Journal ref Computational Condensed Matter 45 (2025) e01163

Error-Driven Scene Editing for 3D Grounding in Large Language Models

Yue Zhang, Zun Wang, Han Lin, Jialu Li, Jianing Yang, Yonatan Bitton, Idan Szpektor, Mohit Bansal

机构 * UNC Chapel Hill（北卡罗来纳大学教堂山分校） ； University of Michigan（密歇根大学） ； Google Research（谷歌研究） 纠错

专题命中 工作流自动化 ：workflow(abstract)；分类 cs.AI、cs.CL

Comments Code: https://github.com/zhangyuejoslin/Deer-3D

Streamlining Industrial Contract Management with Retrieval-Augmented LLMs

Kristi Topollai, Tolga Dimlioglu, Anna Choromanska, Simon Odie, Reginald Hui

机构 * New York University（纽约大学） ； Consolidated Edison Company of New York Inc.（纽约 Consolidated Edison 公司） 纠错

专题命中 工作流自动化 ：workflow(abstract)；分类 cs.CL

Towards Authentic Movie Dubbing with Retrieve-Augmented Director-Actor Interaction Learning

Rui Liu, Yuan Zhao, Zhenqi Jia

机构 * Rui Liu \equalcontrib , Yuan Zhao \equalcontrib , Zhenqi Jia（Rui Liu、Yuan Zhao、Zhenqi Jia） 纠错

专题命中 工作流自动化 ：workflow(abstract)；分类 cs.CL

Comments Accepted by AAAI 2026

Run, Ruminate, and Regulate: A Dual-process Thinking System for Vision-and-Language Navigation

Yu Zhong, Zihao Zhang, Rui Zhang, Lingdong Huang, Haihan Gao, Shuo Wang, Da Li, Ruijian Han, Jiaming Guo, Shaohui Peng, Di Huang, Yunji Chen

专题命中 工作流自动化 ：agent(abstract)；分类 cs.AI

Accelerating first-principles molecular-dynamics thermal conductivity calculations for complex systems

Sandro Wieser, YuJie Cen, Georg K. H. Madsen, Jesús Carrete

专题命中 工作流自动化 ：workflow(abstract)

Generative Priors for MRI Reconstruction Trained from Magnitude-Only Images Using Phase Augmentation

Guanxiong Luo, Xiaoqing Wang, Mortiz Blumenthal, Martin Schilling, Erik Hans Ulrich Rauf, Raviteja Kotikalapudi, Niels Focke, Martin Uecker

机构 * 1 Institute for Diagnostic ； Interventional Radiology, University Medical Center G\"ottingen, Germany 2 Institute of Biomedical Imaging, Graz University of Technology, Graz, Austria 3 Clinic for Neurology, University Medical Center Göttingen, Germany 4 German Centre for Cardiovascular Research (DZHK), partner site Lower Saxony, Germany 5 Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Harvard Medical School 纠错

专题命中 工作流自动化 ：workflow(abstract)

Journal ref Phil. Trans. R. Soc. A 2025;383:20240323