Jay Pathak

Director, Research & Software Development, Ansys Inc.

Joined

May 2021

Names

Jay Pathak (Preferred)

Emails

****@ansys.com (Confirmed)

Personal Links

Career & Education History

Director, Research & Software Development

Ansys Inc. (ansys.com)

2019 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

Machine Learning

,

Simulation

,

Numerical Methods

,

Computer Graphics

,

Web serivices

Present

Publications

CADmium: Fine-Tuning Code Language Models for Text- Driven Sequential CAD Design
Prashant Govindarajan, Davide Baldelli, Jay Pathak, Quentin Fournier, Sarath Chandar
- Accepted by TMLR
- Readers: Everyone
One-shot learning for solution operators of partial differential equations
Anran Jiao, Haiyang He, Rishikesh Ranade, Jay Pathak, Lu Lu
- OpenReview Archive Direct Upload
- Readers: Everyone
Diffusion model based data generation for partial differential equations
Rucha Apte, Sheel Nidhan, Rishikesh Ranade, Jay Pathak
- SynS & ML @ ICML2023
- Readers: Everyone
A composable machine-learning approach for steady-state simulations on high-resolution grids
Rishikesh Ranade, Derek Christopher Hill, Lalit Ghule, Jay Pathak
- Published: 31 Oct 2022, Last Modified: 05 Jan 2023
- NeurIPS 2022 Accept
- Readers: Everyone
A composable autoencoder-based algorithm for accelerating numerical simulations
Rishikesh Ranade, Derek Christopher Hill, Haiyang He, Amir Maleki, Norman Chang, Jay Pathak
- Published: 28 Jan 2022, Last Modified: 13 Feb 2023
- ICLR 2022 Submitted
- Readers: Everyone

Co-Authors