John Sous

Assistant Professor, Applied Physics, Yale University

Joined

January 2025

Names

John Sous (Preferred)

Emails

****@yale.edu (Confirmed)

Personal Links

Homepage

Google Scholar

Career & Education History

Assistant Professor

Applied Physics, Yale University (yale.edu)

2024 – Present

Advisors, Relations & Conflicts

Postdoc Advisor

Steven Kivelson

2022 – 2023

Postdoc Advisor

Andrew Millis

2019 – 2022

Postdoc Advisor

David Reichman

2019 – 2022

PhD Advisor

Roman V. Krems

2013 – 2019

PhD Advisor

Mona Berciu

2013 – 2019

Expertise

Physics

Present

AI for science

Present

Learning theory

Present

Publications

Evolution of the Spectral Dimension of Transformer Activations
Andy Zeyi Liu, Elliot Paquette, John Sous
- NeurIPS 2025 Workshop
- Readers: Everyone
(Im)possibility of Automated Hallucination Detection in Large Language Models
Amin Karbasi, Omar Montasser, John Sous, Grigoris Velegkas
- ICML 2025 R2-FM Workshop Poster
- Readers: Everyone
(Im)possibility of Automated Hallucination Detection in Large Language Models
Amin Karbasi, Omar Montasser, John Sous, Grigoris Velegkas
- COLM 2025
- Readers: Everyone
PHYSICS: Benchmarking Foundation Models for Problem Solving in Physics
Kaiyue Feng, Yilun Zhao, Yixin Liu, Tianyu Yang, Chen Zhao, John Sous, Arman Cohan
- Reasoning and Planning for LLMs @ ICLR2025
- Readers: Everyone

John Sous

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Evolution of the Spectral Dimension of Transformer Activations

(Im)possibility of Automated Hallucination Detection in Large Language Models

(Im)possibility of Automated Hallucination Detection in Large Language Models

PHYSICS: Benchmarking Foundation Models for Problem Solving in Physics

Co-Authors