Stefano Ermon - Publications, H-index & Citations

Stefano Ermon

stanford university

65H指数

472论文数

2.4W被引数

收录论文 21

发表时间

Aligning Large Language Models With Human Feedback: Mathematical foundations and algorithm design [Special Issue on the Mathematics of Deep Learning]基于人类反馈对齐大型语言模型的数学基础与算法设计 [深度学习数学特刊]

IEEE Signal Processing Magazine

IF9.6

2026-06-12

PREAI

Siliang Zeng; Luca Viano; Chenliang Li; Jiaxiang Li; Markus Wulfmeier; Stefano Ermon; Alfredo Garcia; Mingyi Hong

Genome modelling and design across all domains of life with Evo 2 使用Evo 2在生活的所有领域进行基因组建模和设计

Nature

IF48.5

2026-03-04

OAAI

Garyk Brixi; Matthew G. Durrant; Jerome Ku; Mohsen Naghipourfar; Michael Poli; Gwanggyu Sun; Greg Brockman; Daniel Chang; Alison Fanton; Gabriel A. Gonzalez; Samuel H. King; David B. Li; Aditi T. Merchant; Eric Nguyen; Chiara Ricci-Tam; David W. Romero; Jonathan C. Schmok; Ali Taghibakhshi; Anton Vorontsov; Brandon Yang; Myra Deng; Liv Gorton; Nam Nguyen; Nicholas K. Wang; Michael T. Pearce; Elana Simon; Etowah Adams; Zachary J. Amador; Euan A. Ashley; Stephen A. Baccus; Haoyu Dai; Steven Dillmann; Stefano Ermon; Daniel Guo; Michael H. Herschl; Rajesh Ilango; Ken Janik; Amy X. Lu; Reshma Mehta; Mohammad R. K. Mofrad; Madelena Y. Ng; Jaspreet Pannu; Christopher Ré; John St. John; Jeremy Sullivan; Joseph Tey; Ben Viggiano; Kevin Zhu; Greg Zynda; Daniel Balsam; Patrick Collison; Anthony B. Costa; Tina Hernandez-Boussard; Eric Ho; Ming-Yu Liu; Thomas McGrath; Kimberly Powell; Sudarshan Pinglay; Dave P. Burke; Hani Goodarzi; Patrick D. Hsu; Brian L. Hie

Generative modeling enables molecular structure retrieval from Coulomb explosion imaging 生成模型可以从库仑爆炸成像中检索分子结构

Nature Communications

IF15.7

2026-03-03

OAAI

Xiang Li; Till Jahnke; Rebecca Boll; Jiaqi Han; Minkai Xu; Michael Meyer; Maria Novella Piancastelli; Daniel Rolles; Artem Rudenko; Florian Trinter; Thomas J. A. Wolf; Jana B. Thayer; James P. Cryan; Stefano Ermon; Phay J. Ho

Dynamic, high-resolution poverty measurement in data-scarce environments 数据稀缺环境下的动态、高分辨率贫困测量

Journal of Development Economics

IF4.6

2025-11-24

PREAI

Zhuo Zheng; Timothy Wu; Richard Lee; David Newhouse; Talip Kilic; Marshall Burke; Stefano Ermon; David B. Lobell

Towards transferable building damage assessment via unsupervised single-temporal change adaptation 通过无监督的单时间变化适应实现可转移的建筑损坏评估

REMOTE SENSING OF ENVIRONMENT

IF11.4

2024-12-01

PREAI

Zheng, Zhuo; Zhong, Yanfei; Zhang, Liangpei; Burke, Marshall; Lobell, David B.; Ermon, Stefano

A physics-informed machine learning model for the prediction of drop breakup in two-phase flows

INTERNATIONAL JOURNAL OF MULTIPHASE FLOW

IF3.8

2024-11-01

PREAI

Cundy, Chris; Mirjalili, Shahab; Laurent, Charlelie; Ermon, Stefano; Iaccarino, Gianluca; Mani, Ali

Transfer learning in environmental remote sensing 环境遥感中的迁移学习

REMOTE SENSING OF ENVIRONMENT

IF11.4

2024-02-01

PREAI

Ma, Yuchi; Chen, Shuo; Ermon, Stefano; Lobell, David B.

Multipoint-BAX: a new approach for efficiently tuning particle accelerator emittance via virtual objectives

MACHINE LEARNING-SCIENCE AND TECHNOLOGY

IF4.6

2024-01-10

OAAI

Ayoub Miskovich, Sara; Neiswanger, Willie; Colocho, William; Emma, Claudio; Garrahan, Jacqueline; Maxwell, Timothy; Mayes, Christopher; Ermon, Stefano; Edelen, Auralee; Ratner, Daniel

Bayesian learning for rapid prediction of lithium-ion battery-cycling protocols 用于锂离子电池循环协议快速预测的贝叶斯学习

JOULE

IF35.4

2021-12-01

OAAI

Jiang, Benben; Gent, William E.; Mohr, Fabian; Das, Supratim; Berliner, Marc D.; Forsuelo, Michael; Zhao, Hongbo; Attia, Peter M.; Grover, Aditya; Herring, Patrick K.; Bazant, Martin Z.; Harris, Stephen J.; Ermon, Stefano; Chueh, William C.; Braatz, Richard D.

Scalable deep learning to identify brick kilns and aid regulatory capacity 可扩展的深度学习以识别砖窑并帮助监管能力

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

IF9.1

2021-04-22

OAAI

Lee, Jihyeon; Brooks, Nina R.; Tajwar, Fahim; Burke, Marshall; Ermon, Stefano; Lobell, David B.; Biswas, Debashish; Luby, Stephen P.

Using satellite imagery to understand and promote sustainable development

SCIENCE

IF45.8

2021-03-19

188

OAAI

Burke, Marshall; Driscoll, Anne; Lobell, David B.; Ermon, Stefano

Using publicly available satellite imagery and deep learning to understand economic well-being in Africa 使用公开的卫星图像和深度学习来了解非洲的经济福祉

NATURE COMMUNICATIONS

IF15.7

2020-05-22

223

OAAI

Yeh, Christopher; Perez, Anthony; Driscoll, Anne; Azzari, George; Tang, Zhongyi; Lobell, David; Ermon, Stefano; Burke, Marshall

Closed-loop optimization of fast-charging protocols for batteries with machine learning 基于机器学习的电池快速充电协议闭环优化

NATURE

IF48.5

2020-02-19

528

PREAI

Attia, Peter M.; Grover, Aditya; Jin, Norman; Severson, Kristen A.; Markov, Todor M.; Liao, Yang-Hung; Chen, Michael H.; Cheong, Bryan; Perkins, Nicholas; Yang, Zi; Herring, Patrick K.; Aykol, Muratahan; Harris, Stephen J.; Braatz, Richard D.; Ermon, Stefano; Chueh, William C.

Rapid identification of pathogenic bacteria using Raman spectroscopy and deep learning 基于拉曼光谱和深度学习的致病菌快速鉴定

NATURE COMMUNICATIONS

IF15.7

2019-10-30

534

OAAI

Ho, Chi-Sing; Jean, Neal; Hogan, Catherine A.; Blackmon, Lena; Jeffrey, Stefanie S.; Holodniy, Mark; Banaei, Niaz; Saleh, Amr A. E.; Ermon, Stefano; Dionne, Jennifer

Computational Sustainability: Computing for a Better World and a Sustainable Future

COMMUNICATIONS OF THE ACM

IF12.2

2019-08-21

OAAI

Gomes, Carla; Dietterich, Thomas; Barrett, Christopher; Conrad, Jon; Dilkina, Bistra; Ermon, Stefano; Fang, Fei; Farnsworth, Andrew; Fern, Alan; Fern, Xiaoli; Fink, Daniel; Fisher, Douglas; Flecker, Alexander; Freund, Daniel; Fuller, Angela; Gregoire, John; Hoperoft, John; Kelling, Steve; Kolter, Zico; Powell, Warren; Sintov, Nicole; Selker, John; Selman, Bart; Sheldon, Daniel; Shmoys, David; Tambe, Milind; Wong, Weng-Keen; Wood, Christopher; Wu, Xiaojian; Xue, Yexiang; Yadav, Amulya; Yakubu, Abdul-Aziz; Zeeman, Mary Lou

High-Voltage Charging-Induced Strain, Heterogeneity, and Micro-Cracks in Secondary Particles of a Nickel-Rich Layered Cathode Material 富镍层状阴极材料的二次颗粒中高压充电引起的应变，异质性和微裂纹

ADVANCED FUNCTIONAL MATERIALS

IF19

2019-03-07

245

OAAI

Mao, Yuwei; Wang, Xuelong; Xia, Sihao; Zhang, Kai; Wei, Chenxi; Bak, Seongmin; Shadike, Zulipiya; Liu, Xuejun; Yang, Yang; Xu, Rong; Pianetta, Piero; Ermon, Stefano; Stavitski, Eli; Zhao, Kejie; Xu, Zhengrui; Lin, Feng; Yang, Xiao-Qing; Hu, Enyuan; Liu, Yijin

Coupling between oxygen redox and cation migration explains unusual electrochemistry in lithium-rich layered oxides 氧氧化还原与阳离子迁移之间的耦合解释了富锂层状氧化物中异常的电化学

NATURE COMMUNICATIONS

IF15.7

2017-12-12

524

OAAI

Gent, William E.; Lim, Kipil; Liang, Yufeng; Li, Qinghao; Barnes, Taylor; Ahn, Sung-Jin; Stone, Kevin H.; McIntire, Mitchell; Hong, Jihyun; Song, Jay Hyok; Li, Yiyang; Mehta, Apurva; Ermon, Stefano; Tyliszczak, Tolek; Kilcoyne, David; Vine, David; Park, Jin-Hwan; Doo, Seok-Kwang; Toney, Michael F.; Yang, Wanli; Prendergast, David; Chueh, William C.

A Survey on Behavior Recognition Using WiFi Channel State Information

IEEE COMMUNICATIONS MAGAZINE

IF8.2

2017-10-01

315

PREAI

Yousefi, Siamak; Narui, Hirokazu; Dayal, Sankalp; Ermon, Stefano; Valaee, Shahrokh

Unsupervised Data Mining in nanoscale X-ray Spectro-Microscopic Study of NdFeB Magnet

SCIENTIFIC REPORTS

IF3.9

2016-09-29

OAAI