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Rahul Kumar Padhy

Ph.D. candidate

Engineering Representation and Simulation Lab

University of Wisconsin-Madison

I'm a Ph.D. candidate at UW Madison in the Engineering Representation and Simulation Lab advised by Prof. Krishnan Suresh.  My work is at the intersection of fluid mechanics, photonics, topology optimization,  bio-inspired designs, machine learning, and computational methods.

Publications

2024

TreeTOp: Topology Optimization using Constructive Solid Geometry Trees

Rahul K Padhy,   Pramod Thombre,  Krishnan Suresh,  Aaditya Chandrasekhar

Submitted to Structural and Multidisciplinary Optimization, 2024

Article  Code

PhoTOS: Topology Optimization of Photonic Components using a Shape Library

Rahul K Padhy,   Aaditya Chandrasekhar

Submitted to Engineering with Computers, 2024

Article  Code

VoroTO: Multiscale Topology Optimization of Voronoi Structures using Surrogate Neural Networks

Rahul K Padhy,  Krishnan Suresh,  Aaditya Chandrasekhar

Submitted to Engineering with Computers, 2024

Article    Code

2023

TOMAS: Topology Optimization of Multiscale Fluid-Flow Devices using Variational Autoencoders and Super-Shapes

Rahul K Padhy,  Krishnan Suresh,  Aaditya Chandrasekhar

Structural and Multidisciplinary Optimization,  2023

Article  Code

FluTO: Graded Multiscale Fluid Topology Optimization of Large Contact Area Fluid-flow Devices using Neural Networks

Rahul K Padhy*,  Aaditya Chandrasekhar*,  Krishnan Suresh

Engineering with Computers, 2023

Article Code

*Equally contributed

2018

  • Presented paper titled “GPGPU Acceleration of Iterative Methods to Solve Pressure Correction Equations using OpenACC” in 7th International and 45th  National Conference on Fluid Mechanics and Fluid Power held at IIT Bombay

Article


  • Presented paper titled “CFD Studies of Liquid Draining from a Propellant Tank Under Varying Gravity Conditions” in 7th International and 45th  National Conference on Fluid Mechanics and Fluid Power held at IIT Bombay

Article

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