Aaditya Chandrasekhar

Aaditya Chandrasekhar

University of Wisconsin-Madison

H-index: 7

North America-United States

About Aaditya Chandrasekhar

Aaditya Chandrasekhar, With an exceptional h-index of 7 and a recent h-index of 7 (since 2020), a distinguished researcher at University of Wisconsin-Madison, specializes in the field of computational mechanics, machine learning, topology optimization.

His recent articles reflect a diverse array of research interests and contributions to the field:

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

Optimization of a design using a physics solver integrated with a neural network

Graded multiscale topology optimization using neural networks

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

FluTO: Graded multi-scale topology optimization of large contact area fluid-flow devices using neural networks

PolyTO: Structural Topology Optimization using Convex Polygons

FRC-TOuNN: Topology optimization of continuous fiber reinforced composites using neural network

Topology Optimization Using Neural Networks

Aaditya Chandrasekhar Information

University

Position

Ph.D. Student

Citations(all)

317

Citations(since 2020)

312

Cited By

24

hIndex(all)

7

hIndex(since 2020)

7

i10Index(all)

7

i10Index(since 2020)

6

Email

University Profile Page

University of Wisconsin-Madison

Google Scholar

View Google Scholar Profile

Aaditya Chandrasekhar Skills & Research Interests

computational mechanics

machine learning

topology optimization

Top articles of Aaditya Chandrasekhar

Title

Journal

Author(s)

Publication Date

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

arXiv preprint arXiv:2404.18300

Rahul Kumar Padhy

Krishnan Suresh

Aaditya Chandrasekhar

2024/4/28

Optimization of a design using a physics solver integrated with a neural network

2023/10/12

Graded multiscale topology optimization using neural networks

Advances in Engineering Software

Aaditya Chandrasekhar

Saketh Sridhara

Krishnan Suresh

2023/1/1

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

arXiv preprint arXiv:2309.08435

Rahul Kumar Padhy

Krishnan Suresh

Aaditya Chandrasekhar

2023/9/15

FluTO: Graded multi-scale topology optimization of large contact area fluid-flow devices using neural networks

Engineering with Computers

Rahul Kumar Padhy

Aaditya Chandrasekhar

Krishnan Suresh

2023/5/17

PolyTO: Structural Topology Optimization using Convex Polygons

arXiv preprint arXiv:2305.04406

Aaditya Chandrasekhar

2023/5/8

FRC-TOuNN: Topology optimization of continuous fiber reinforced composites using neural network

Computer-Aided Design

Aaditya Chandrasekhar

Amir Mirzendehdel

Morad Behandish

Krishnan Suresh

2023/3/1

Topology Optimization Using Neural Networks

Aaditya Chandrasekhar

2023

A generalized framework for microstructural optimization using neural networks

Materials & Design

Saketh Sridhara

Aaditya Chandrasekhar

Krishnan Suresh

2022/11/1

Integrating material selection with design optimization via neural networks

Engineering with Computers

Aaditya Chandrasekhar

Saketh Sridhara

Krishnan Suresh

2022/10

Approximate length scale filter in topology optimization using Fourier enhanced neural networks

Computer-Aided Design

Aaditya Chandrasekhar

Krishnan Suresh

2022/9/1

Multi-material topology optimization using neural networks

Computer-Aided Design

Aaditya Chandrasekhar

Krishnan Suresh

2021/7/1

TOuNN: Topology optimization using neural networks

Structural and Multidisciplinary Optimization

Aaditya Chandrasekhar

Krishnan Suresh

2021/3

Auto: a framework for automatic differentiation in topology optimization

Structural and Multidisciplinary Optimization

Aaditya Chandrasekhar

Saketh Sridhara

Krishnan Suresh

2021/12

Build optimization of fiber-reinforced additively manufactured components

Structural and Multidisciplinary Optimization

Aaditya Chandrasekhar

Tej Kumar

Krishnan Suresh

2020/1

See List of Professors in Aaditya Chandrasekhar University(University of Wisconsin-Madison)