research
∙
05/17/2023
Topology Optimization using Neural Networks with Conditioning Field Initialization for Improved Efficiency
We propose conditioning field initialization for neural network based to...
share
research
∙
05/06/2023
DMF-TONN: Direct Mesh-free Topology Optimization using Neural Networks
We propose a direct mesh-free method for performing topology optimizatio...
research
∙
11/03/2022
Fearless Steps Challenge Phase-1 Evaluation Plan
The Fearless Steps Challenge 2019 Phase-1 (FSC-P1) is the inaugural Chal...
research
∙
10/04/2022
Concurrent build direction, part segmentation, and topology optimization for additive manufacturing using neural networks
We propose a neural network-based approach to topology optimization that...
research
∙
09/22/2020
Is Q-Learning Provably Efficient? An Extended Analysis
This work extends the analysis of the theoretical results presented with...
research
∙
08/15/2020