基本信息
浏览量:1
职业迁徙
个人简介
I’m currently a computational scientist at Argonne National Laboratory (Leadership Computing Facility, ALCF)
I’m generally interested in the application of machine learning to computational problems in physics, particularly within the context of high performance computing.
My current research focuses on using deep generative modeling to help build better sampling algorithms in lattice gauge theory.
In particular, I’m interested in building gauge equivariant neural network architectures and using inductive priors to incorporate physical symmetries into machine learning models.
I received my PhD in Physics from the University of Iowa in 2019 and my thesis was on Learning Better Physics: A Machine Learning Approach to Lattice Gauge Theory.
Prior to this, I received my undergraduate degrees (one in Engineering Physics and another in Applied Mathematics, 2015) from The University of Illinois at Urbana-Champaign.
My undergraduate dissertation was titled Energy Storage in Quantum Resonators and was supervised by Professor Alfred Hübler within the Center for Complex Systems Research at UIUC.
研究兴趣
论文共 16 篇作者统计合作学者相似作者
按年份排序按引用量排序主题筛选期刊级别筛选合作者筛选合作机构筛选
时间
引用量
主题
期刊级别
合作者
合作机构
Shuaiwen Leon Song,Bonnie Kruft,Minjia Zhang,Conglong Li,Shiyang Chen,Chengming Zhang,Masahiro Tanaka,Xiaoxia Wu,Jeff Rasley,Ammar Ahmad Awan,Connor Holmes, Martin Cai,Adam Ghanem,Zhongzhu Zhou,Yuxiong He,Christopher Bishop,Max Welling,Tie-Yan Liu,Christian Bodnar,Johannes Brandsetter,Wessel Bruinsma,Chan Cao,Yuan-Jyue Chen, Peggy Dai,Patrick Garvan,Liang He,Elizabeth Heider,Pipi Hu,Peiran Jin,Fusong Ju,Yatao Li,Chang Liu,Renqian Luo,Qi Meng,Frank Noe,Tao Qin, Janwei Zhu,Bin Shao,Yu Shi,Wenlei Shi,Gregor Simm,Megan Stanley,Lixin Sun,Yue Wang,Tong Wang,Zun Wang,Lijun Wu,Yingce Xia,Leo Xia,Shufang Xie,Shuxin Zheng,Jianwei Zhu,Pete Luferenko,Divya Kumar,Jonathan Weyn,Ruixiong Zhang,Sylwester Klocek,Volodymyr Vragov,Mohammed AlQuraishi,Gustaf Ahdritz,Christina Floristean,Cristina Negri,Rao Kotamarthi,Venkatram Vishwanath,Arvind Ramanathan,Sam Foreman,Kyle Hippe,Troy Arcomano,Romit Maulik,Maxim Zvyagin,Alexander Brace,Bin Zhang,Cindy Orozco Bohorquez,Austin Clyde,Bharat Kale,Danilo Perez-Rivera,Heng Ma,Carla M. Mann,Michael Irvin,J. Gregory Pauloski,Logan Ward,Valerie Hayot,Murali Emani,Zhen Xie,Diangen Lin,Maulik Shukla,Thomas Gibbs,Ian Foster,James J. Davis,Michael E. Papka,Thomas Brettin,Prasanna Balaprakash,Gina Tourassi,John Gounley,Heidi Hanson,Thomas E Potok, Massimiliano,Lupo Pasini,Kate Evans,Dan Lu,Dalton Lunga,Junqi Yin,Sajal Dash,Feiyi Wang,Mallikarjun Shankar,Isaac Lyngaas,Xiao Wang,Guojing Cong,Pei Zhang,Ming Fan,Siyan Liu,Adolfy Hoisie,Shinjae Yoo,Yihui Ren,William Tang,Kyle Felker,Alexey Svyatkovskiy, Hang Liu,Ashwin Aji,Angela Dalton,Michael Schulte,Karl Schulz,Yuntian Deng,Weili Nie,Josh Romero,Christian Dallago,Arash Vahdat,Chaowei Xiao, Thomas Gibbs,Anima Anandkumar,Rick Stevens
CoRR (2023)
Proceedings of The 40th International Symposium on Lattice Field Theory — PoS(LATTICE2023) (2023)
Andreas S. Kronfeld,Tanmoy Bhattacharya,Thomas Blum,Norman H. Christ,Carleton DeTar,William Detmold,Robert Edwards,Anna Hasenfratz,Huey-Wen Lin,Swagato Mukherjee,Konstantinos Orginos,Richard Brower,Vincenzo Cirigliano,Zohreh Davoudi, Bálint Jóo,Chulwoo Jung,Christoph Lehner,Stefan Meinel,Ethan T. Neil,Peter Petreczky,David G. Richards,Alexei Bazavov,Simon Catterall,Jozef J. Dudek,Aida X. El-Khadra,Michael Engelhardt,George T. Fleming,Joel Giedt,Rajan Gupta,Maxwell T. Hansen,Taku Izubuchi,Frithjof Karsch, Jack Laiho,Keh-Fei Liu,Aaron S. Meyer,Enrico Rinaldi,Martin Savage,David Schaich,Phiala E. Shanahan,Stephen R. Sharpe,Raza Sufian,Sergey Syritsyn,Ruth S. Van de Water,Michael L. Wagman,Evan Weinberg,Oliver Witzel,Christopher Aubin,Peter Boyle,Shailesh Chandrasekharan,Ian C. Clöet,Martha Constantinou,Kimmy Cushman,Thomas DeGrand,Zoltan Fodor,Sam Foreman,Steven Gottlieb,Daniel Hoying,Yong-Chull Jang,William I. Jay,Xiao-Yong Jin,Christopher Kelly,Julius Kuti,Henry Lamm,Meifeng Lin,Yin Lin,Andrew T. Lytle,Paul Mackenzie,Jeffrey Mandula,Yannick Meurice,Christopher Monahan,Colin Morningstar,James C. Osborn,Sungwoo Park,James N. Simone,Alexei Strelchenko,Masaaki Tomii,Alejandro Vaquero,Pavlos Vranas,Bigeng Wang,Walter Wilcox,Boram Yoon,Yong Zhao
arxiv(2022)
引用0浏览0引用
0
0
Maxim Zvyagin,Alexander Brace,Kyle Hippe,Yuntian Deng,Bin Zhang,Cindy Orozco Bohorquez,Austin Clyde,Bharat Kale,Danilo Perez-Rivera,Heng Ma,Carla M. Mann,Michael Irvin, Defne G. Ozgulbas, Natalia Vassilieva,James Gregory Pauloski,Logan Ward,Valerie Hayot-Sasson,Murali Emani,Sam Foreman,Zhen Xie,Diangen Lin,Maulik Shukla,Weili Nie,Josh Romero,Christian Dallago,Arash Vahdat,Chaowei Xiao,Thomas Gibbs,Ian Foster,James J. Davis,Michael E. Papka,Thomas Brettin,Rick Stevens,Anima Anandkumar,Venkatram Vishwanath,Arvind Ramanathan
Proceedings of The 38th International Symposium on Lattice Field Theory — PoS(LATTICE2021) (2022)
加载更多
作者统计
#Papers: 15
#Citation: 41
H-Index: 3
G-Index: 6
Sociability: 5
Diversity: 1
Activity: 2
合作学者
合作机构
D-Core
- 合作者
- 学生
- 导师
数据免责声明
页面数据均来自互联网公开来源、合作出版商和通过AI技术自动分析结果,我们不对页面数据的有效性、准确性、正确性、可靠性、完整性和及时性做出任何承诺和保证。若有疑问,可以通过电子邮件方式联系我们:report@aminer.cn