DMF-TONN: Direct Mesh-free Topology Optimization using Neural Networks

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DMF-TONN: Direct Mesh-free Topology Optimization using Neural Networks

Engineering computations (Eng. Comput.), 2023

6 May 2023

Aditya Joglekar

Hongrui Chen

Levent Burak Kara

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Papers citing "DMF-TONN: Direct Mesh-free Topology Optimization using Neural Networks"

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Title
Compliance Minimization via Physics-Informed Gaussian Processes Xiangyu Sun Amin Yousefpour Shirin Hosseinmardi Ramin Bostanabad 110 1 0 14 Jul 2025
Multi-scale Topology Optimization using Neural NetworksEngineering computations (Eng. Comput.), 2024 Hongrui Chen Xingchen Liu Levent Burak Kara AI4CE 254 3 0 21 Feb 2025
Gradient-free neural topology optimizationComputational Mechanics (CM), 2024 Gaweł Kuś Miguel A. Bessa AI4CE 160 3 0 07 Mar 2024
Topology Optimization using Neural Networks with Conditioning Field Initialization for Improved EfficiencyDesign Automation Conference (DAC), 2023 Hongrui Chen Aditya Joglekar Levent Burak Kara AI4CE 117 9 0 17 May 2023