Tanya Marwah

Postdoc, Polymathic AI, Flatiron Institute

Joined

February 2019

Names

Tanya Marwah

Emails

****@andrew.cmu.edu (Confirmed)

****@cs.cmu.edu

****@flatironinstitute.org (Confirmed)

****@simonsfoundation.org (Confirmed)

****@google.com (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Postdoc

Polymathic AI, Flatiron Institute (flatironinstitute.org)

2025 – 2026

PhD student

Machine Learning Department, Carnegie Mellon University (cmu.edu)

2019 – 2025

Graduate Student

Robotics Institute, Carnegie Mellon University (cmu.edu)

2017 – 2019

Advisors, Relations & Conflicts

No relations added

Expertise

Generative Models

Stochastic Processes

GNNs

PDEs

Present

Publications

Probabilistic Retrofitting of Learned Simulators
Cristiana Diaconu, Miles Cranmer, Richard E. Turner, Tanya Marwah, Payel Mukhopadhyay
- AI&PDE Poster
- Readers: Everyone
CodePDE: An Inference Framework for LLM-driven PDE Solver Generation
Shanda Li, Tanya Marwah, Junhong Shen, Weiwei Sun, Andrej Risteski, Yiming Yang, Ameet Talwalkar
- Accepted by TMLR
- Readers: Everyone
Pre-Generating Multi-Difficulty PDE Data For Few-Shot Neural PDE Solvers
Naman Choudhary, Vedant Singh, Ameet Talwalkar, Nicholas Matthew Boffi, Mikhail Khodak, Tanya Marwah
- Submitted to ICLR 2026
- Readers: Everyone
CodePDE: An Inference Framework for LLM-driven PDE Solver Generation
Shanda Li, Tanya Marwah, Junhong Shen, Weiwei Sun, Andrej Risteski, Yiming Yang, Ameet Talwalkar
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Protein Design with Agent Rosetta: A Case Study for Specialized Scientific Agents
Jacopo Teneggi, Tanya Marwah, Alberto Bietti, P. Douglas Renfrew, Vikram Khipple Mulligan, Siavash Golkar
- SEA @ NeurIPS 2025 Poster
- Readers: Everyone
Protein Design with Agent Rosetta: A Case Study for Specialized Scientific Agents
Jacopo Teneggi, Tanya Marwah, Alberto Bietti, P. Douglas Renfrew, Vikram Khipple Mulligan, Siavash Golkar
- NeurIPS2025-AI4Science Poster
- Readers: Everyone
Chimera: State Space Models Beyond Sequences
Aakash Lahoti, Tanya Marwah, Ratish Puduppully, Albert Gu
- Accepted by TMLR
- Readers: Everyone
Predicting partially observable dynamical systems via diffusion models with a multiscale inference scheme
Rudy Morel, Francesco Pio Ramunno, Jeff Shen, Alberto Bietti, Kyunghyun Cho, Miles Cranmer, Siavash Golkar, OLEXANDR GUGNIN, Geraud Krawezik, Tanya Marwah, Michael McCabe, Lucas Thibaut Meyer, Payel Mukhopadhyay, Ruben Ohana, Liam Holden Parker, Helen Qu, François Rozet, K.D. Leka, Francois Lanusse, David Fouhey et al. (1 additional authors not shown)
- NeurIPS 2025 poster
- Readers: Everyone
Chimera: State Space Models Beyond Sequences
Aakash Lahoti, Tanya Marwah, Ratish Puduppully, Albert Gu
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone
Towards characterizing the value of edge embeddings in Graph Neural Networks
Dhruv Rohatgi, Tanya Marwah, Zachary Chase Lipton, Jianfeng Lu, Ankur Moitra, Andrej Risteski
- ICML 2025 poster
- Readers: Everyone

View all 36 publications

Co-Authors

View all 61 co-authors