Sutanay Choudhury

Scientist, Pacific Northwest National Lab

Joined

May 2022

Names

Sutanay Choudhury (Preferred)

Emails

****@pnnl.gov (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

Scientist

Pacific Northwest National Lab (pnl.gov)

Present

Advisors, Relations & Conflicts

No relations added

Expertise

representation learning

2017 – Present

knowledge graphs

2011 – Present

Publications

Thinking Fast and Laterally: Multi-Agentic Approach for Reasoning about Uncertain Emerging Events
Stefan Dernbach, Alejandro Michel, Khushbu Agarwal, Christopher Brissette, geetika gupta, Sutanay Choudhury
- Sys2-Reasoning Poster
- Readers: Everyone
Acceleration of Graph Neural Network-Based Prediction Models in Chemistry via Co-Design Optimization on Intelligence Processing Units
Hatem Helal, Jesun Sahariar Firoz, Jenna Pope, Henry W. Sprueill, Kristina Herman, Mario Michael Krell, Tom Murray, Manuel Lopez Roldan, Mike Kraus, Ang Li, Payel Das, Soritis Xantheas, Sutanay Choudhury
- OpenReview Archive Direct Upload
- Readers: Everyone
CHEMREASONER: Heuristic Search over a Large Language Model’s Knowledge Space using Quantum-Chemical Feedback
Henry W. Sprueill, Carl Edwards, Khushbu Agarwal, Mariefel V Olarte, Udishnu Sanyal, Conrad Johnston, Hongbin Liu, Heng Ji, Sutanay Choudhury
- ICML 2024 Poster
- Readers: Everyone
Faithful and Efficient Explanations for Neural Networks via Neural Tangent Kernel Surrogate Models
Andrew William Engel, Zhichao Wang, Natalie Frank, Ioana Dumitriu, Sutanay Choudhury, Anand Sarwate, Tony Chiang
- ICLR 2024 spotlight
- Readers: Everyone
Monte Carlo Thought Search: Large Language Model Querying for Complex Scientific Reasoning in Catalyst Design
Henry W. Sprueill, Carl Edwards, Mariefel V Olarte, Udishnu Sanyal, Heng Ji, Sutanay Choudhury
- EMNLP 2023 Findings
- Readers: Everyone
BitGNN: Unleashing the Performance Potential of Binary Graph Neural Networks on GPUs
Jou-An Chen, Hsin-Hsuan Sung, Xipeng Shen, Sutanay Choudhury, Ang Li
- Published: 01 Jan 2023, Last Modified: 17 May 2023
- CoRR 2023
- Readers: Everyone
MediSage: An AI Assistant for Healthcare via Composition of Neural-Symbolic Reasoning Operators
Sutanay Choudhury, Khushbu Agarwal, Colby Ham, Suzanne Tamang
- Published: 01 Jan 2023, Last Modified: 17 May 2023
- WWW (Companion Volume) 2023
- Readers: Everyone
Cloud Services Enable Efficient AI-Guided Simulation Workflows across Heterogeneous Resources
Logan T. Ward, J. Gregory Pauloski, Valérie Hayot-Sasson, Ryan Chard, Yadu N. Babuji, Ganesh Sivaraman, Sutanay Choudhury, Kyle Chard, Rajeev Thakur, Ian T. Foster
- Published: 01 Jan 2023, Last Modified: 17 May 2023
- CoRR 2023
- Readers: Everyone
Learning Distributed Geometric Koopman Operator for Sparse Networked Dynamical Systems
Sayak Mukherjee, Sai Pushpak Nandanoori, Sheng Guan, Khushbu Agarwal, Subhrajit Sinha, Soumya Kundu, Seemita Pal, Yinghui Wu, Draguna L Vrabie, Sutanay Choudhury
- Published: 24 Nov 2022, Last Modified: 05 May 2023
- LoG 2022 Poster
- Readers: Everyone
TorchNTK: A Library for Calculation of Neural Tangent Kernels of PyTorch Models
Andrew Engel, Zhichao Wang, Anand D. Sarwate, Sutanay Choudhury, Tony Chiang
- 2022 (modified: 17 Apr 2023)
- CoRR 2022
- Readers: Everyone

View all 73 publications

Co-Authors

View all 203 co-authors