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高校专区

Harvard University(哈佛大学)

2025-12-17 至 2025-12-17 共收录 4
2512.14658 2025-12-17 cs.LG cs.AI cs.SY eess.SY math.OC

gridfm-datakit-v1: A Python Library for Scalable and Realistic Power Flow and Optimal Power Flow Data Generation

gridfm-datakit-v1: 一种用于可扩展和真实功率流和最优功率流数据生成的Python库

Alban Puech, Matteo Mazzonelli, Celia Cintas, Tamara R. Govindasamy, Mangaliso Mngomezulu, Jonas Weiss, Matteo Baù, Anna Varbella, François Mirallès, Kibaek Kim, Le Xie, Hendrik F. Hamann, Etienne Vos, Thomas Brunschwiler

机构 * IBM Research(IBM研究院) ETH Zurich(苏黎世联邦理工学院) RSE S.p.A.(RSE公司) Hydro-Québec Research Institute(魁北克水电研究所) Argonne National Laboratory(阿贡国家实验室) Harvard University(哈佛大学) Stony Brook University(石溪大学) Brookhaven National Laboratory(布鲁克海文国家实验室)

AI总结 gridfm-datakit-v1是一种用于生成真实且多样化的功率流和最优功率流数据集的Python库,旨在提升机器学习求解器的泛化能力。

Comments Main equal contributors: Alban Puech, Matteo Mazzonelli. Other equal contributors: Celia Cintas, Tamara R. Govindasamy, Mangaliso Mngomezulu, Jonas Weiss

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2512.13898 2025-12-17 cs.LG cs.CL

Let's (not) just put things in Context: Test-Time Training for Long-Context LLMs

让我们(不)仅仅将事物放入上下文:针对长上下文LLM的测试时训练

Rachit Bansal, Aston Zhang, Rishabh Tiwari, Lovish Madaan, Sai Surya Duvvuri, Devvrit Khatri, David Brandfonbrener, David Alvarez-Melis, Prajjwal Bhargava, Mihir Sanjay Kale, Samy Jelassi

机构 * Meta Harvard University(哈佛大学) Kempner Institute at Harvard(哈佛大学凯普纳研究所) OpenAI

AI总结 针对长上下文LLM的测试时训练方法通过针对性梯度更新克服静态自注意力限制,显著提升模型性能。

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2512.13724 2025-12-17 q-bio.QM cs.AI q-bio.NC

Graph AI generates neurological hypotheses validated in molecular, organoid, and clinical systems

图神经网络生成神经疾病假说并验证于分子、类器官和临床系统

Ayush Noori, Joaquín Polonuer, Katharina Meyer, Bogdan Budnik, Shad Morton, Xinyuan Wang, Sumaiya Nazeen, Yingnan He, Iñaki Arango, Lucas Vittor, Matthew Woodworth, Richard C. Krolewski, Michelle M. Li, Ninning Liu, Tushar Kamath, Evan Macosko, Dylan Ritter, Jalwa Afroz, Alexander B. H. Henderson, Lorenz Studer, Samuel G. Rodriques, Andrew White, Noa Dagan, David A. Clifton, George M. Church, Sudeshna Das, Jenny M. Tam, Vikram Khurana, Marinka Zitnik

机构 * Department of Biomedical Informatics, Harvard Medical School(哈佛医学院生物医学信息学系) Wyss Institute for Biologically Inspired Engineering at Harvard University(哈佛大学生物启发工程研究所) Department of Neurology, Massachusetts General Hospital(麻省总医院神经科) Department of Engineering Science, University of Oxford(牛津大学工程科学系) BD 2 : Breakthrough Discoveries for thriving with Bipolar Disorder(BD 2 : 双相情感障碍突破性发现) Aligning Science Across Parkinson’s (ASAP) Collaborative Research Network(跨帕金森病科学协同研究网络) The Ivan and Francesca Berkowitz Family Living Laboratory Collaboration at Harvard Medical School and Clalit Research Institute(哈佛医学院伊万和弗朗西斯卡·伯克伍德家族生活实验室合作与克赖特研究所) Department of Genetics, Harvard Medical School(哈佛医学院遗传学系) Department of Neurology, Brigham and Women’s Hospital(布里洛妇女医院神经科) Broad Institute of MIT and Harvard(MIT和哈佛大学Broad研究所) The Center for Stem Cell Biology, Memorial Sloan Kettering Cancer Center(纪念斯隆凯特琳癌症中心干细胞生物学中心) FutureHouse Inc.(FutureHouse公司) Clalit Research Institute, Innovation Division, Clalit Health Services(克赖特研究所创新部门,克赖特健康服务) Faculty of Computer and Information Science, Ben Gurion University of the Negev(贝内尔·戈里昂大学内盖夫分校计算机与信息科学系)

AI总结 PROTON通过异构图变换器生成并验证神经疾病假说,应用于帕金森病、双相情感障碍和阿尔茨海默病,揭示AI驱动的神经疾病发现路径。

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2511.21626 2025-12-17 cs.LG cs.AI

Scale-Agnostic Kolmogorov-Arnold Geometry in Neural Networks

神经网络中的尺度无关的柯莫戈罗夫-阿诺尔德几何

Mathew Vanherreweghe, Michael H. Freedman, Keith M. Adams

机构 * Pebblebed Logical Intelligence Center of Mathematical Sciences and Applications, Harvard University(哈佛大学数学科学中心)

AI总结 研究显示神经网络在高维数据学习中自发形成尺度无关的柯莫戈罗夫-阿诺尔德几何结构。

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