James P Sethna

Scopus Author ID ORCID

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 9

Top Topics

Dna Methylation

Molecular Dynamics

Top Venues

Proceedings of the National Academy of Sciences of the United States of America

Reports on progress in physics. Physical Society (Great Britain)

Nature materials

This page only lists publications with an associated author ORCID identifier.

Publications

Jialin Mao, Itay Griniasty, Han Kheng Teoh, Rahul Ramesh, Rubing Yang, Mark K Transtrum, James P Sethna, Pratik Chaudhari
The training process of many deep networks explores the same low-dimensional manifold. Proceedings of the National Academy of Sciences of the United States of America 121 (12) (2024)
Jialin Mao, Itay Griniasty, Han Kheng Teoh, Rahul Ramesh, Rubing Yang, Mark K Transtrum, James P Sethna, Pratik Chaudhari
The training process of many deep networks explores the same low-dimensional manifold. Proceedings of the National Academy of Sciences of the United States of America 121 (12) (2024)
Jialin Mao, Itay Griniasty, Han Kheng Teoh, Rahul Ramesh, Rubing Yang, Mark K Transtrum, James P Sethna, Pratik Chaudhari
The training process of many deep networks explores the same low-dimensional manifold. Proceedings of the National Academy of Sciences of the United States of America 121 (12) (2024)
Teaya Yang, David Hathcock, Yuchao Chen, Paul L McEuen, James P Sethna, Itai Cohen, Itay Griniasty
Bifurcation instructed design of multistate machines. Proceedings of the National Academy of Sciences of the United States of America 120 (34) (2023)
Katherine N Quinn, Michael C Abbott, Mark K Transtrum, Benjamin B Machta, James P Sethna
Information geometry for multiparameter models: new perspectives on the origin of simplicity. Reports on progress in physics. Physical Society (Great Britain) 86 (3) (2022)
Katherine N Quinn, Michael C Abbott, Mark K Transtrum, Benjamin B Machta, James P Sethna
Information geometry for multiparameter models: new perspectives on the origin of simplicity. Reports on progress in physics. Physical Society (Great Britain) 86 (3) (2022)
Katherine N Quinn, Michael C Abbott, Mark K Transtrum, Benjamin B Machta, James P Sethna
Information geometry for multiparameter models: new perspectives on the origin of simplicity. Reports on progress in physics. Physical Society (Great Britain) 86 (3) (2022)
Katherine N Quinn, Colin B Clement, Francesco De Bernardis, Michael D Niemack, James P Sethna
Visualizing probabilistic models and data with Intensive Principal Component Analysis. Proceedings of the National Academy of Sciences of the United States of America 116 (28) (2019)
Neil Y C Lin, Matthew Bierbaum, Peter Schall, James P Sethna, Itai Cohen
Measuring nonlinear stresses generated by defects in 3D colloidal crystals. Nature materials 15 (11) (2016)