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IDEAL Lab website repository
Experiment code associated with our paper: "Active Expansion Sampling for Learning Feasible Domains in an Unbounded Input Space"
Experiment code associated with our IDETC 2018 paper: "Synthesizing Designs with Inter-part Dependencies Using Hierarchical Generative Adversarial Networks"
GitHub site for DCC '18 Workshop on Learning Design Representations: Deep Learning and Beyond
Experiment code associated with our JMD paper: "Beyond the Known: Detecting Novel Feasible Domains over an Unbounded Design Space"
Dataset for paper titled ''Creative Exploration Using Topic Based Bisociative Networks''
Experiment code associated with JMD paper: "Ranking ideas for diversity and quality"
Experiment code associated with our JMD paper: "Design Manifolds Capture the Intrinsic Complexity and Dimension of Design Spaces"
Experiment code associated with our IDETC 2016 paper: "How Designs Differ: Non-Linear Embeddings Illuminate Intrinsic Design Complexity"
A list of open-source or otherwise available datasets for various applications and papers within Mechanical Engineering as well as Design more broadly.
Codebase for the Mechprocessor library
Experiment code for our 2014 Journal of Mechanical Design paper - "Machine Learning Algorithms for Recommending Design Methods"
Raw data files for several research experiments that use HCD Connect Case study data
Raw data files for several research experiments that use OI design network data
Code for our 2014 ASME paper - "How Online Design Communities Evolve Over Time"
Code for our 2014 ASME paper - "User Research Methods for Development Engineering: A Study of Method Usage with IDEO's HCD Connect"
Code for our 2013 ASME paper - Automatically Inferring Design Creativity Metrics