Scholar
Rahul Kumar Padhy
Google Scholar ID: Nqfqe-oAAAAJ
Ph.D. Student, UW- Madison
Citations & Impact
Citations
40
H-index
4
i10-index
1
Publications
7
Co-authors
2
list available
Publications
Resume (English only)
Academic Achievements
- TOFLUX: A Differentiable Topology Optimization Framework for Multiphysics Fluidic Problems (submitted in 2025)
- TreeTOp: Topology Optimization using Constructive Solid Geometry Trees (published in Structural and Multidisciplinary Optimization, 2024)
- PhoTOS: Topology Optimization of Photonic Components using a Shape Library (published in Engineering with Computers, 2024)
- VoroTO: Multiscale Topology Optimization of Voronoi Structures using Surrogate Neural Networks (published in Engineering with Computers, 2024)
- TOMAS: Topology Optimization of Multiscale Fluid-Flow Devices using Variational Autoencoders and Super-Shapes (published in Structural and Multidisciplinary Optimization, 2023)
- FluTO: Graded Multiscale Fluid Topology Optimization of Large Contact Area Fluid-flow Devices using Neural Networks (published in Engineering with Computers, 2023)
Research Experience
- Conducting research work at the Engineering Representation and Simulation Lab.
Education
- Ph.D. candidate at the University of Wisconsin-Madison in the Engineering Representation and Simulation Lab, advised by Prof. Krishnan Suresh.
Background
- Research interests include fluid mechanics, photonics, topology optimization, bio-inspired designs, machine learning, and computational methods.
