Hiya ! I am a graduate student in MIT CSE working with Tess Smidt and Saman Amarasinghe. I am hoping to bring a systems perspective to the geometric deep learning community.

I did my undegrad in Engineering Physics at University of Illinois at Urbana Champaign where I was involved in numerical relativity, scientific computing and HPC middlewares. In addition to research, I also worked as an Undegraduate Research Ambassador for the Office of Undergraduate Research.

CV: here (Updated 11/2024)

Statment of Purpose: here

Email: m[lastname]at[institution].edu

Research Projects

Tensor Products in E(3) Equivariant Networks

• The Price of Freedom: Exploring Tradeoffs in Equivariant Tensor Product Operations
  YuQing Xie, Ameya Daigavane, Mit Kotak, Tess Smidt
  ICML 2025
  Available here

• High-performance training and inference for deep equivariant interatomic potentials
  Chuin Wei Tan, Marc L. Descoteaux, Mit Kotak, Gabriel de Miranda Nascimento, Seán R. Kavanagh, Laura Zichi, Menghang Wang, Aadit Saluja, Yizhong R. Hu, Tess Smidt, Anders Johansson, William C. Witt, Boris Kozinsky, Albert Musaelian
  Available here

Efficiently executing data flow graphs on GPUs

Prof. Andreas Klöckner at Center for Exascale-enabled Scramjet Design

• Senior Thesis: Efficiently executing DG-FEM workloads on GPUs via CUDAGraphs

• Task Graph Parallelism on GPUs via CUDAGraphs (Talk)
  Mit Kotak, Kaushik Kulkarni, Andreas Klöckner
  CEESD AST Review 2022
  Available here

• Efficiently executing Numpy on GPUs via the CUDAGraph API (Poster)
  Mit Kotak, Kaushik Kulkarni, Andreas Klöckner
  UIUC URS 2022
  Available here

3D Visualizations of Astrophysics Simulations

Prof. Stuart Shapiro at Illinois Relativity Group

• What happens when Black Holes collide ? (Brochure publication)
  Mit Kotak, Eric Yu, Jinghan Huang, Jing Zhou, Milton Ruiz, Antonios Tsokaros, Lunan Sun, Stuart L. Shapiro
  Coalition for Academic Scientific Computation 2023 Brochure, Page 14
  Available here
  Visualization here
  Department Post here

• 3D Visualizations of Black Hole Binaries and Disks in Full General Relativity (Grant Progress Report)
  Mit Kotak
  Available here

HPC Middlewares for Geospatial Computing

Prof. Anand Padmanabhan at CyberGIS Center for Advanced Digital and Spatial Studies

• Streamlined HPC Environments with CVMFS and CyberGIS-Compute
  Alexander Michels, Mit Kotak, Anand Padmanabhan, Shaowen Wang
  Available at https://docs.lib.purdue.edu/iguide/2023/presentations/8/

• CyberGIS-Compute: Middleware for Democratizing Scalable Geocomputation
  Alexander Michels, Anand Padmanabhan, Zimo Xiao, Mit Kotak, Furqan Baig, Shaowen Wang
  Available at https://dx.doi.org/10.2139/ssrn.4625703

High Performance Computing for Neutron Stars

Prof. Antonios Tsokaros at National Center for Supercomputing Center

• 2022-2023 Proposal
  Mit Kotak, Antonios Tsokaros
  Available here