Digital Production

Material Maker 1.5 adds DDS, FBX, CLI, 10 new nodes

Material Maker 1.5 is released with DDS/FBX support, CLI export, and 10 new nodes in this free open-source material authoring ...
GitHub

MTree - Open Source

MTree is a powerful tree creation tool for the Unity Engine. It allows you to create procedural trees directly within the Unity Editor, complete with wind animation, LODs, and mesh merging. Originally ...
IEEE

Multimodal Fault Diagnosis Method Based on Node-Level Adaptive Attention and Dynamic Graph Learning

Abstract: To address the challenges of acoustic and vibration signals being susceptible to noise interference, coarse modality fusion, and static graph structures in industrial fault diagnosis, we ...
IEEE

FedSGProx: Mitigating Data Heterogeneity and Isolated Nodes in Graph Federated Learning

Abstract: Graphs capture complex node interactions and are a fundamental tool for machine learning. Graph Federated Learning (GFL) is a method that allows multiple clients to collaboratively train a ...
GitHub

GRAPHINE: Enhancing Spatiotemporal Supply Chain Forecasting Using Virtual Node-Augmented Graph Diffusion for Improved Fuel Efficiency

Spatiotemporal forecasting in supply chain networks demands modeling complex spatial dependencies and nonlinear temporal dynamics. Traditional models often fail to capture the heterogeneity, ...