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Jayesh K Gupta
Researcher, Silurian
Joined
August 2018
Names
Jayesh K Gupta
(Preferred)
,
Jayesh K. Gupta
Emails
****@cs.stanford.edu
(Confirmed)
,
****@stanford.edu
(Confirmed)
,
****@microsoft.com
(Confirmed)
,
****@silurian.ai
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
Career & Education History
Researcher
Silurian
(silurian.ai)
2024
–
Present
Researcher
Microsoft
(microsoft.com)
2020
–
2023
PhD student
Stanford University
(stanford.edu)
2015
–
2020
Undergrad student
IIT Kanpur
(iitk.ac.in)
2011
–
2015
Advisors, Relations & Conflicts
PhD Advisor
Mykel Kochenderfer
2016
–
2020
Expertise
Data-driven simulations
,
PDE surrogates
,
weather modeling
,
model scaling
2022
–
Present
Deep Reinforcment Learning
,
Imitation Learning
,
Multiagent Systems
,
Lifelong learning
,
System Identification
,
Model Learning
2016
–
2022
Publications
ClimaX: A Foundation Model for Weather and Climate
Tung Nguyen
,
Johannes Brandstetter
,
Ashish Kapoor
,
Jayesh K Gupta
,
Aditya Grover
SynS & ML @ ICML2023
Readers:
Everyone
Clifford Neural Layers for PDE Modeling
Johannes Brandstetter
,
Rianne van den Berg
,
Max Welling
,
Jayesh K Gupta
01 Feb 2023
OpenReview Archive Direct Upload
Readers:
Everyone
Geometric Clifford Algebra Networks
David Ruhe
,
Jayesh K Gupta
,
Steven De Keninck
,
Max Welling
,
Johannes Brandstetter
ICML 2023 Poster
Readers:
Everyone
ClimaX: A foundation model for weather and climate
Tung Nguyen
,
Johannes Brandstetter
,
Ashish Kapoor
,
Jayesh K Gupta
,
Aditya Grover
ICML 2023 Poster
Readers:
Everyone
Towards Multi-spatiotemporal-scale Generalized PDE Modeling
Jayesh K Gupta
,
Johannes Brandstetter
Accepted by TMLR
Readers:
Everyone
Towards Multi-spatiotemporal-scale Generalized PDE Modeling
Jayesh K Gupta
,
Johannes Brandstetter
22 Sept 2022 (modified: 14 Jan 2026)
ICLR 2023 Conference Withdrawn Submission
Readers:
Everyone
Clifford Neural Layers for PDE Modeling
Johannes Brandstetter
,
Rianne van den Berg
,
Max Welling
,
Jayesh K Gupta
Published: 01 Feb 2023, Last Modified: 14 Jan 2026
ICLR 2023 poster
Readers:
Everyone
Learning Modular Simulations for Homogeneous Systems
Jayesh K Gupta
,
Sai Vemprala
,
Ashish Kapoor
Published: 31 Oct 2022, Last Modified: 08 Feb 2026
NeurIPS 2022 Accept
Readers:
Everyone
Learning Policy Representations in Multiagent Systems
Aditya Grover
,
Maruan Al-Shedivat
,
Jayesh K. Gupta
,
Yuri Burda
,
Harrison Edwards
2018 (modified: 11 Nov 2022)
ICML 2018
Readers:
Everyone
Model-Free Imitation Learning with Policy Optimization
Jonathan Ho
,
Jayesh K. Gupta
,
Stefano Ermon
2016 (modified: 11 Nov 2022)
ICML 2016
Readers:
Everyone
Co-Authors
Aditya Grover
Ashish Kapoor
David Ruhe
Harrison Edwards
Johannes Brandstetter
Jonathan Ho
Maruan Al-Shedivat
Max Welling
Rianne van den Berg
Sai Vemprala
Stefano Ermon
Steven De Keninck
Tung Nguyen
Yuri Burda