TOuNN: Topology optimization using neural networks A Chandrasekhar, K Suresh Structural and Multidisciplinary Optimization 63 (3), 1135-1149, 2021 | 168 | 2021 |
Multi-material topology optimization using neural networks A Chandrasekhar, K Suresh Computer-Aided Design 136, 103017, 2021 | 49 | 2021 |
Auto: a framework for automatic differentiation in topology optimization A Chandrasekhar, S Sridhara, K Suresh Structural and Multidisciplinary Optimization 64 (6), 4355-4365, 2021 | 37 | 2021 |
Approximate length scale filter in topology optimization using Fourier enhanced neural networks A Chandrasekhar, K Suresh Computer-Aided Design 150, 103277, 2022 | 28* | 2022 |
Build optimization of fiber-reinforced additively manufactured components A Chandrasekhar, T Kumar, K Suresh Structural and Multidisciplinary Optimization 61, 77-90, 2020 | 28 | 2020 |
Graded multiscale topology optimization using neural networks A Chandrasekhar, S Sridhara, K Suresh Advances in Engineering Software 175, 103359, 2023 | 21* | 2023 |
FRC-TOuNN: Topology optimization of continuous fiber reinforced composites using neural network A Chandrasekhar, A Mirzendehdel, M Behandish, K Suresh Computer-Aided Design 156, 103449, 2023 | 14 | 2023 |
Towards assembly-free methods for additive manufacturing simulation A Krishnakumar, K Suresh, A Chandrasekar International Design Engineering Technical Conferences and Computers and …, 2015 | 12 | 2015 |
Integrating material selection with design optimization via neural networks A Chandrasekhar, S Sridhara, K Suresh Engineering with Computers 38 (5), 4715-4730, 2022 | 11 | 2022 |
A generalized framework for microstructural optimization using neural networks S Sridhara, A Chandrasekhar, K Suresh Materials & Design 223, 111213, 2022 | 10 | 2022 |
FluTO: Graded multi-scale topology optimization of large contact area fluid-flow devices using neural networks RK Padhy, A Chandrasekhar, K Suresh Engineering with Computers, 1-17, 2023 | 6* | 2023 |
TOMAS: Topology Optimization of Multiscale Fluid Devices using Variational Autoencoders and Super-Shapes RK Padhy, K Suresh, A Chandrasekhar arXiv preprint arXiv:2309.08435, 2023 | 2 | 2023 |
VoroTO: Multiscale Topology Optimization of Voronoi Structures using Surrogate Neural Networks RK Padhy, K Suresh, A Chandrasekhar arXiv preprint arXiv:2404.18300, 2024 | | 2024 |
Optimization of a design using a physics solver integrated with a neural network A Chandrasekhar, A Mirzendehdel, M Behandish US Patent App. 17/714,849, 2023 | | 2023 |
PolyTO: Structural Topology Optimization using Convex Polygons A Chandrasekhar arXiv preprint arXiv:2305.04406, 2023 | | 2023 |
Topology Optimization Using Neural Networks A Chandrasekhar The University of Wisconsin-Madison, 2023 | | 2023 |