Scholar
Mit Kotak
Google Scholar ID: DFr2AOcAAAAJ
MIT
domain specific languages
geometric deep learning
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Citations & Impact
All-time
Citations
33
H-index
3
i10-index
1
Publications
8
Co-authors
17
list available
Contact
CV
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GitHub
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Publications
4 items
Asymptotically Fast Clebsch-Gordan Tensor Products with Vector Spherical Harmonics
2026
Cited
0
PFT: Phonon Fine-tuning for Machine Learned Interatomic Potentials
2026
Cited
0
The Price of Freedom: Exploring Expressivity and Runtime Tradeoffs in Equivariant Tensor Products
2025
Cited
0
High-performance training and inference for deep equivariant interatomic potentials
2025
Cited
0
Resume (English only)
Academic Achievements
“The Price of Freedom: Exploring Tradeoffs in Equivariant Tensor Product Operations”, ICML 2025 (co-author)
“High-performance training and inference for deep equivariant interatomic potentials” (co-author)
MS Thesis (2025): “Tensor Products in E(3) Equivariant Networks”
“Simplifying Equivariant GPU Kernels through Tile-based Programming”
“Efficiently executing data flow graphs on GPUs”, CEESD AST Review 2022 (co-author)
“Efficiently executing Numpy on GPUs via the CUDAGraph API”, UIUC URS 2022 (co-author)
Grant progress report: “3D Visualizations of Black Hole Binaries and Disks in Full General Relativity”
“CyberGIS-Compute: Middleware for Democratizing Scalable Geocomputation” (SSRN)
“Streamlined HPC Environments with CVMFS and CyberGIS-Compute”, iGuide 2023
Research Experience
Research at MIT with advisors Tess Smidt and Saman Amarasinghe
3D visualization of astrophysics simulations with Prof. Stuart Shapiro at Illinois Relativity Group
HPC middleware for geospatial computing with Prof. Anand Padmanabhan at CyberGIS Center
High-performance computing for neutron stars with Prof. Antonios Tsokaros at National Center for Supercomputing Applications
GPU task graph parallelism via CUDAGraphs with Prof. Andreas Klöckner at CEESD
Co-authors
17 total
Co-author 1
Shaowen Wang
Professor, University of Illinois Urbana-Champaign
Tess Smidt
Massachusetts Institute of Technology
Alexander Michels
Assistant Professor, UT Dallas
Co-author 5
Ameya Daigavane
Massachusetts Institute of Technology
YuQing Xie
PhD Student, MIT
Chuin Wei Tan
Harvard University
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