Adarsh Krishnamurthy

Full Professor, Iowa State University

Joined

July 2019

Names

Adarsh Krishnamurthy

Emails

****@iastate.edu (Confirmed)

Personal Links

Career & Education History

Full Professor

Iowa State University (iastate.edu)

2025 – Present

Advisors, Relations & Conflicts

PhD Advisor

2005 – 2010

Expertise

GPU Computing

Present

Geometric Machine Learning

Present

Graphiics

Present

Manufacturing

Present

Publications

Neural Geometry for PDEs: Regularity, Stability, and Convergence Guarantees
Samundra Karki, Adarsh Krishnamurthy, Baskar Ganapathysubramanian
- AI&PDE Poster
- Readers: Everyone
Benchmarking Tabular Foundation Models for Agricultural Yield Prediction
Mohammed Musthafa Rafi, Timilehin Ayanlade, Baskar Ganapathysubramanian, Soumik Sarkar, Adarsh Krishnamurthy, Chinmay Hegde, Aditya Balu
- AgriAI 2026 Poster
- Readers: Everyone
Drone-based 3D Reconstruction of Plants in Field Conditions Using Neural Radiance Fields (NeRFs)
Shambhavi Joshi, Ashlyn Rairdin, Elizabeth Tranel, Talukder Zaki Jubery, Soumik Sarkar, ARTI SINGH, Baskar Ganapathysubramanian, Adarsh Krishnamurthy
- AgriAI 2026 Oral
- Readers: Everyone
Towards Large Reasoning Models for Agriculture
Hossein Zaremehrjerdi, Shreyan Ganguly, Ashlyn Rairdin, Elizabeth Tranel, Benjamin Feuer, Joshua Russell Waite, Muhammad Arbab Arshad, Juan Ignacio Di Salvo, Srikanth Panthulugiri, Hernan Torres Pacin, Victoria Moser, Sarah Jones, Joscif G Raigne, Yanben Shen, Heidi M. Dornath, Aditya Balu, Adarsh Krishnamurthy, Asheesh K Singh, ARTI SINGH, Baskar Ganapathysubramanian et al. (2 additional authors not shown)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
MPFBench: A Large Scale Dataset for SciML of Multi-Phase-Flows: Droplet and Bubble Dynamics
Mehdi Shadkhah, Ronak Tali, Ali Rabeh, Cheng-Hau Yang, Ethan Herron, Abhisek Upadhyaya, Adarsh Krishnamurthy, Chinmay Hegde, Aditya Balu, Baskar Ganapathysubramanian
- Accepted by DMLR
- Readers: Everyone
FlowBench: A Large Scale Benchmark for Flow Simulation over Complex Geometries
Ronak Tali, Ali Rabeh, Cheng-Hau Yang, Mehdi Shadkhah, Samundra Karki, Abhisek Upadhyaya, Suriya Dhakshinamoorthy, Marjan Saadati, Soumik Sarkar, Adarsh Krishnamurthy, Chinmay Hegde, Aditya Balu, Baskar Ganapathysubramanian
- Accepted by DMLR
- Readers: Everyone
Assisted Few-Shot Learning for Vision-Language Models in Agricultural Stress Phenotype Identification
Muhammad Arbab Arshad, Talukder Zaki Jubery, Asheesh K Singh, ARTI SINGH, Chinmay Hegde, Baskar Ganapathysubramanian, Aditya Balu, Adarsh Krishnamurthy, Soumik Sarkar
- AFM 2024 Poster
- Readers: Everyone
MPFBench: A Large Scale Dataset for SciML of Multi-Phase-Flows: Droplet and Bubble Dynamics
Mehdi Shadkhah, Ronak Tali, Ali Rabeh, Ethan Herron, Cheng-Hau Yang, Abhisek Upadhyaya, Adarsh Krishnamurthy, Chinmay Hegde, Aditya Balu, Baskar Ganapathysubramanian
- Submitted to ICLR 2025
- Readers: Everyone
NeuFENet: neural finite element solutions with theoretical bounds for parametric PDEs
Biswajit Khara, Aditya Balu, Ameya Joshi, Soumik Sarkar, Chinmay Hegde, Adarsh Krishnamurthy, Baskar Ganapathysubramanian
- Engineering with Computers
- Readers: Everyone
Distributed multigrid neural solvers on megavoxel domains
Aditya Balu, Sergio Botelho, Biswajit Khara, vinay rao, Soumik Sarkar, Chinmay Hegde, Adarsh Krishnamurthy, Santi Adavani, Baskar Ganapathysubramanian
- SC 2021
- Readers: Everyone

View all 87 publications

Co-Authors

View all 137 co-authors