George Em Karniadakis

Full Professor, Division of Applied Mathematics, Brown University

Joined

July 2019

Names

George Em Karniadakis

Emails

****@brown.edu (Confirmed)

Personal Links

Career & Education History

Full Professor

Division of Applied Mathematics, Brown University (brown.edu)

1988 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

scientific machine learning

Present

Publications

XAI4Extremes: An explainable AI framework for understanding extreme-weather precursors
Jiawen Wei, Aniruddha Bora, Vivek Oommen, Chenyu Dong, Juntao Yang, Jeff Adie, Chen Chen, Simon See, George Em Karniadakis, Gianmarco Mengaldo
- AI4X 2025 Oral
- Readers: Everyone
Multi-Resolution Learning with DeepONets and Long Short-Term Memory Neural Networks
Katarzyna Michałowska, Somdatta Goswami, George Em Karniadakis, Signe Riemer-Sørensen
- Submitted to ICLR 2024
- Readers: Everyone
Learning bias corrections for climate models using deep neural operators
Aniruddha Bora, Khemraj Shukla, Shixuan Zhang, Bryce Harrop, Ruby Leung, George Em Karniadakis
- 01 Aug 2023
- AAAI 2023 Spring Symposium Series ACTD Submission
- Readers: Everyone
Reliable extrapolation of deep neural operators informed by physics or sparse observations
Min Zhu, Handi Zhang, Anran Jiao, George Em Karniadakis, Lu Lu
- 12 May 2023 (modified: 23 Aug 2024)
- OpenReview Archive Direct Upload
- Readers: Everyone

Co-Authors