Research will be conducted in a team-based approach. Research in The Academy will be truly multi-disciplinary which will allow discoveries to be made at the interface of disciplines.
The Academy’s intention is to organize research into classes of problems that seeks to address a key research-theme or sector-goal.
Six key research themes have been identified:
Project Number
IMURA1185
Project Status
Explainability, Interpretability of deep learning models via the lens of discreteness of deep neural networks
Research Themes
Artificial Intelligence and Advanced Computational Modelling
Monash University Supervisor
- Prof. Pierre Le Bodic
- Prof. Mario Boley
IIT-Bombay Supervisor
- Prof. Balamurugan Palaniappan
Research Themes
Artificial Intelligence and Advanced Computational Modelling, Clean Energy, Sustainable Societies
Monash University Supervisor
- Prof. Hao Wang
IIT-Bombay Supervisor
- Prof. Swaprava Nath
Project Number
IMURA1192
Project Status
Data Science and AI Techniques for Signal/Image Reconstruction from Samples at Unknown Locations
Research Themes
Artificial Intelligence and Advanced Computational Modelling
Monash University Supervisor
- Prof. Emanuele Viterbo
IIT-Bombay Supervisor
- Prof. Ajit Rajwade
Project Number
IMURA1164
Project Status
Computational Fluid Dynamics ( CFD ) of turbulent flows containing particles and polymers
Research Themes
Artificial Intelligence and Advanced Computational Modelling
Monash University Supervisor
- Prof. Prabhakar Ranganathan
IIT-Bombay Supervisor
- Prof. Jason Ryan Picardo
- Prof. Partha Sarathi Goswami
Project Number
IMURA1195
Project Status
High-performance electrocatalysts for CO2 reduction and O2 evolution reactions using advanced multiscale modelling and AI
Research Themes
Circular Economy, Artificial Intelligence and Advanced Computational Modelling, Smart Materials
Monash University Supervisor
- Prof. Prof. Nikhil Medhekar
- Dr. Swarit Dwivedi
IIT-Bombay Supervisor
- Prof. Ojus Mohan
Project Number
IMURA1196
Project Status
Candidate Allotted - Syam Mohan
Federated learning for enabling cost-efficient distributed LLMs for mobile sensing data in healthcare
Research Themes
Artificial Intelligence and Advanced Computational Modelling, Health Sciences
Monash University Supervisor
- Prof. Pari Delir Haghighi
- Prof. Jackie Rong
IIT-Bombay Supervisor
- Prof. RK Shyamasundar
- Prof. Pankaj Dutta, Prof. D Manjunath
Project Number
IMURA1198
Project Status
Developing an integrated computational model to study structure and dynamics of actively driven biopolymers.
Research Themes
Artificial Intelligence and Advanced Computational Modelling, Health Sciences
Monash University Supervisor
- Prof. Ravi Jagadeeshan
IIT-Bombay Supervisor
- Prof. Sayantan Dutta
Project Number
IMURA1202
Project Status
Candidate Required-December 2024
Modeling extreme values in financial data
Research Themes
Artificial Intelligence and Advanced Computational Modelling
Monash University Supervisor
- Prof. Athanasios Pantelous
IIT-Bombay Supervisor
- Prof. Sudeep R. Bapat
Project Number
IMURA1204
Project Status
Understanding cloud microphysical processes using direct numerical simulations and observations
Research Themes
Artificial Intelligence and Advanced Computational Modelling
Monash University Supervisor
- Prof. Steven Siems
- Prof. Peter May
IIT-Bombay Supervisor
- Prof. S. Ravichandran
- Prof. Bipin Kumar (IITM Pune)
Project Number
IMURA1205
Project Status
Candidate Required-December 2024
MMLAGEN: A Multimodal Learning Analytics and Generative AI Framework for Personalized Educational Scaffolding
Research Themes
Artificial Intelligence and Advanced Computational Modelling
Monash University Supervisor
- Prof. Dragan Gasevic
IIT-Bombay Supervisor
- Prof.Ramkumar Rajendran