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graph convolutional neural network

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04:00

2026-09-25

machinebrief.com

machine-learning

Growth-Inspired Graph Generation and Inverse Design of Mechanical Lattices via Dot Matrices Database Augmentation and GCNN

A morphogenetic graph-generation framework that grows mechanical lattices node-by-node on a 3x3x3 dot matrix containing 27 candidate nodes, coupled to a three-layer graph convolutional neural network …

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arXiv 1 GCNN 1 finite element analysis 1

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machine learning 1 neural networks 1 ai research 1