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Mark Fuge

Deep learning for molecular design—a review of the state of the art
2019 · Daniel C. Elton, Zois Boukouvalas, et al. · Molecular Systems Design & Engineering · 683
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Applying machine learning techniques to predict the properties of energetic materials
2018 · Daniel C. Elton, Zois Boukouvalas, et al. · Scientific Reports · 276
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Airfoil Design Parameterization and Optimization Using Bézier Generative Adversarial Networks
2020 · Wei Chen, Kevin Chiu, et al. · AIAA Journal · 175
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Aerodynamic Design Optimization and Shape Exploration using Generative Adversarial Networks
2019 · Wei Chen, Kevin Chiu, et al. · AIAA SciTech Forum · 116
IH-GAN: A conditional generative model for implicit surface-based inverse design of cellular structures
2022 · Jun Wang, Wei (Wayne) Chen, et al. · Computer Methods in Applied Mechanics and Engineering · 97
Conceptual design and modification of freeform surfaces using dual shape representations in augmented reality environments
2011 · Mark Fuge, Mehmet Ersin Yumer, et al. · Computer-Aided Design · 76
Analysis of Collaborative Design Networks: A Case Study of OpenIDEO
2014 · Mark Fuge, Kevin Tee, et al. · Journal of Computing and Information Science in Engineering · 61
Synthesizing Designs With Interpart Dependencies Using Hierarchical Generative Adversarial Networks
2019 · Wei Chen, Mark Fuge · Journal of Mechanical Design · 50
Diverse Weighted Bipartite b-Matching
2017 · Faez Ahmed, John P. Dickerson, et al. · International Joint Conference on Artificial Intelligence · 50
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Design Manifolds Capture the Intrinsic Complexity and Dimension of Design Spaces
2017 · Wei Chen, Mark Fuge, et al. · Journal of Mechanical Design · 47
Special Issue: Machine Learning for Engineering Design
2019 · Panchal, Jitesh H., Fuge, Mark, et al. · Journal of Mechanical Design · 44
Machine Learning Algorithms for Recommending Design Methods
2014 · Mark Fuge, Bud Peters, et al. · Journal of Mechanical Design · 40
How Should We Measure Creativity in Engineering Design? A Comparison Between Social Science and Engineering Approaches
2020 · Scarlett R. Miller, Samuel T. Hunter, et al. · Journal of Mechanical Design · 37
Inverse Design of Two-Dimensional Airfoils Using Conditional Generative Models and Surrogate Log-Likelihoods
2021 · Qiuyi Chen, Jun Wang, et al. · Journal of Mechanical Design · 36
Pattern Analysis of IDEO's Human-Centered Design Methods in Developing Regions
2015 · Mark Fuge, Alice Agogino · Journal of Mechanical Design · 35
BézierGAN: Automatic Generation of Smooth Curves from Interpretable Low-Dimensional Parameters
2018 · Chen, Wei, Fuge, Mark · arXiv (Cornell University) · 33
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Beyond the Known: Detecting Novel Feasible Domains Over an Unbounded Design Space
2017 · Wei Chen, Mark Fuge · Journal of Mechanical Design · 28
Interpreting Idea Maps: Pairwise Comparisons Reveal What Makes Ideas Novel
2018 · Faez Ahmed, Sharath Kumar Ramachandran, et al. · Journal of Mechanical Design · 26
Ranking Ideas for Diversity and Quality
2017 · Faez Ahmed, Mark Fuge · Journal of Mechanical Design · 24
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Automatic Shape Optimization of Patient-Specific Tissue Engineered Vascular Grafts for Aortic Coarctation
2020 · Xiaolong Liu, Seda Aslan, et al. · Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) · 23
Automatically Inferring Metrics for Design Creativity
2013 · Mark Fuge, Josh Stroud, et al. · ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference (IDETC/CIE) · 21
Capturing Winning Ideas in Online Design Communities
2017 · Faez Ahmed, Mark Fuge · ACM Conference on Computer Supported Cooperative Work (CSCW) · 20
Discovering Diverse, High Quality Design Ideas From a Large Corpus
2016 · Faez Ahmed, Mark Fuge, et al. · ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference (IDETC/CIE) · 20
Synthesizing Designs With Inter-Part Dependencies Using Hierarchical Generative Adversarial Networks
2018 · Wei Chen, Ashwin Jeyaseelan, et al. · ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference (IDETC/CIE) · 19
Bayesian Optimization for Design of Multi-Actuator Soft Catheter Robots
2021 · Seyede Fatemeh Ghoreishi, Ryan D. Sochol, et al. · IEEE Transactions on Medical Robotics and Bionics · 18
Works count: 149
Citation count: 2,481
H-index: 21
I10-index: 42
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