An aerospace turned computational science engineer, an IIT-Bombay & Georgia Tech Alum. I usually work at the intersection of machine learning and aerospace engineering. I have developed
- deep learning surrogates for engineering simulations
- and deployed design optimization frameworks in the aviation and off-shore wind turbine industries
- predictive maintenance algorithm for structural health monitoring of aircrafts
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Georgia Institute of Technology, IIT Bombay
Pinned Loading
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raft-opt-public
raft-opt-public PublicOpenMDAO-based optimization framework for floating offshore wind turbines using RAFT
Python
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flowinn_torch
flowinn_torch PublicFlowinn_torch is the PyTorch version of fl0wINN: Multi-Scale Turbulent Flow Investigation using Neural Networks
Jupyter Notebook
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Pinnsformer-for-Power-Grid-Optimization
Pinnsformer-for-Power-Grid-Optimization PublicDeep Learning to accelerate power grid simulations
Python
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Power-Grid-Optimization
Power-Grid-Optimization PublicLightweight GNN based model to explore transfer learning for Powergrid Simulations
Jupyter Notebook
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Bayesian-Optimization-with-AerosandBox
Bayesian-Optimization-with-AerosandBox PublicBO with Aerosandbox is a tutorial Inspired from PhysicsX blog post
Jupyter Notebook 1
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HPC-OpenMPI
HPC-OpenMPI PublicImplementation of Sparse General Matrix-Matrix Multiplication using OpenMPI
C++
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