Multi-Material Topology Optimization Using Neural Networks. - Aaditya Chandrasekhar; Krishnan Suresh (Comput. Aided Des., 2021)

AuTO: A Framework for Automatic differentiation in Topology Optimization. - Aaditya Chandrasekhar; Saketh Sridhara; Krishnan Suresh (CoRR, 2021)

Length Scale Control in Topology Optimization using Fourier Enhanced Neural Networks. - Aaditya Chandrasekhar; Krishnan Suresh (CoRR, 2021)

Approximate Length Scale Filter in Topology Optimization using Fourier Enhanced Neural Networks. - Aaditya Chandrasekhar; Krishnan Suresh (Comput. Aided Des., 2022)

GM-TOuNN: Graded Multiscale Topology Optimization using Neural Networks. - Aaditya Chandrasekhar; Saketh Sridhara; Krishnan Suresh (CoRR, 2022)

A Generalized Framework for Microstructural Optimization using Neural Networks. - Saketh Sridhara; Aaditya Chandrasekhar; Krishnan Suresh (CoRR, 2022)

FluTO: Graded Multiscale Fluid Topology Optimization using Neural Networks. - Rahul Kumar Padhy; Aaditya Chandrasekhar; Krishnan Suresh (CoRR, 2022)

Integrating material selection with design optimization via neural networks. - Aaditya Chandrasekhar; Saketh Sridhara; Krishnan Suresh (Eng. Comput., 2022)

Graded multiscale topology optimization using neural networks. - Aaditya Chandrasekhar; Saketh Sridhara; Krishnan Suresh (Adv. Eng. Softw., 2023)

PolyTO: Structural Topology Optimization using Convex Polygons. - Aaditya Chandrasekhar (CoRR, 2023)

TOMAS: Topology Optimization of Multiscale Fluid Devices using Variational Autoencoders and Super-Shapes. - Rahul Kumar Padhy; Krishnan Suresh; Aaditya Chandrasekhar (CoRR, 2023)

FRC-TOuNN: Topology Optimization of Continuous Fiber Reinforced Composites using Neural Network. - Aaditya Chandrasekhar; Amir M. Mirzendehdel; Morad Behandish; Krishnan Suresh (Comput. Aided Des., 2023)

TreeTOp: Topology Optimization using Constructive Solid Geometry Trees. - Rahul Kumar Padhy; Pramod Thombre; Krishnan Suresh; Aaditya Chandrasekhar (CoRR, 2024)

FluTO: Graded multi-scale topology optimization of large contact area fluid-flow devices using neural networks. - Rahul Kumar Padhy; Aaditya Chandrasekhar; Krishnan Suresh (Eng. Comput., 2024)

Photos: topology optimization of photonic components using a shape library. - Rahul Kumar Padhy; Aaditya Chandrasekhar (Eng. Comput., 2025)

Voroto: multiscale topology optimization of voronoi structures using surrogate neural networks. - Rahul Kumar Padhy; Krishnan Suresh; Aaditya Chandrasekhar (Eng. Comput., 2025)

Data-Driven Multiscale Topology Optimization of Spinodoid Architected Materials with Controllable Anisotropy. - Shiguang Deng; Doksoo Lee; Aaditya Chandrasekhar; Stefan Knapik; Liwei Wang; Horacio D. Espinosa; Wei Chen (CoRR, 2025)