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The discovery of novel functional materials with targeted properties remains a fundamental challenge in materials science. In this work, we propose InvDesFlow-AL, an active learning-based generativ…
Official code repository of "VideoCAD: A Dataset and Model for Learning Long‑Horizon 3D CAD UI Interactions from Video" @ NeurIPS 2025
A curated list of awesome Claude Skills, resources, and tools for customizing Claude AI workflows
Code for the paper: Generalized Source Identification of Additively Manufactured Polymer Components using Photographs and Deep Learning
Code for the paper: Additive Manufacturing Source Identification from Photographs using Deep Learning
Datasets for Predictive Maintenance
Predictive_Maintenance_using_Machine-Learning_Microsoft_Casestudy
time-series prediction for predictive maintenance
Documentation and code for predictive maintenance data and assess scripts.
Nvidia DLI workshop on AI-based predictive maintenance techniques to identify anomalies and failures in time-series data, estimate the remaining useful life of the corresponding parts, and map anom…
The dataset being analyzed contains sensor readings and operational parameters from an industrial machine, where the goal is to predict failure types.
Breakthrough Method for Agile Ai Driven Development
graph neural networks for grain growth simulations
Source code for "Identification and Interpretation of Melt Pool Shapes in Laser Powder Bed Fusion with Machine Learning"
nanoMINER: Multimodal Information Extraction for Nanomaterials
Chemist AI Agent for Developing Materials Datasets with Natural Language Prompts
Accompanying code to the publication: "Generalisable 3D Printing Error Detection and Correction via Multi-Head Neural Networks"
A repository for our working paper titled: "Adapting OpenAI’s CLIP Model for Few-Shot Image Inspection in Manufacturing Quality Control"
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
Democratizing AI scientists with ToolUniverse