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M. Fuge · SciRah

Researcher profile · Semantic Scholar

M. Fuge

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M. Fuge — researcher profile on SciRah

h-index: 21
Works: 101
Citations: 2,098

Most-cited papers

Deep learning for molecular generation and optimization - a review of the state of the art
Daniel C. Elton, Z. Boukouvalas, M. Fuge, Peter W. Chung
2019Molecular Systems Design & Engineering367 citations Open access
Semantic Scholar
Applying machine learning techniques to predict the properties of energetic materials
Daniel C. Elton, Z. Boukouvalas, Mark Butrico, M. Fuge +1 more
2018Scientific Reports234 citations Open access
Semantic Scholar
Airfoil Design Parameterization and Optimization using Bézier Generative Adversarial Networks
Wei Chen, Kevin N. Chiu, M. Fuge
2020AIAA Journal139 citations Open access
Semantic Scholar
Aerodynamic Design Optimization and Shape Exploration using Generative Adversarial Networks
Wei Chen, Kevin N. Chiu, M. Fuge
2019AIAA Scitech 2019 Forum120 citations
Semantic Scholar
IH-GAN: A Conditional Generative Model for Implicit Surface-Based Inverse Design of Cellular Structures
Jun Wang, Wei Chen, D. Da, M. Fuge +1 more
2021Computer Methods in Applied Mechanics and Engineering98 citations Open access
Semantic Scholar
Conceptual design and modification of freeform surfaces using dual shape representations in augmented reality environments
M. Fuge, Mehmet Ersin Yümer, G. Orbay, L. Kara
2012Comput. Aided Des.78 citations
Semantic Scholar
Diverse Weighted Bipartite b-Matching
Faez Ahmed, John P. Dickerson, M. Fuge
2017International Joint Conference on Artificial Intelligence73 citations Open access
Semantic Scholar
Network Analysis of Collaborative Design Networks: A Case Study of OpenIDEO
M. Fuge, K. Tee, A. Agogino
201468 citations
Semantic Scholar
Synthesizing Designs With Interpart Dependencies Using Hierarchical Generative Adversarial Networks
Wei Chen, M. Fuge
2019Journal of Mechanical Design55 citations
Semantic Scholar
Design Manifolds Capture the Intrinsic Complexity and Dimension of Design Spaces
Wei Chen, M. Fuge, Jonah Chazan
201752 citations
Semantic Scholar
BézierGAN: Automatic Generation of Smooth Curves from Interpretable Low-Dimensional Parameters
Wei Chen, M. Fuge
2018arXiv.org45 citations
Semantic Scholar
Machine Learning Algorithms for Recommending Design Methods
M. Fuge, B. Peters, A. Agogino
201440 citations
Semantic Scholar
Special Issue: Machine Learning for Engineering Design
J. Panchal, M. Fuge, Ying Liu, S. Missoum +1 more
2019Journal of Mechanical Design36 citations
Semantic Scholar
How Should We Measure Creativity in Engineering Design? A Comparison Between Social Science and Engineering Approaches
Scarlett R. Miller, Samuel T. Hunter, Elizabeth M. Starkey, S. Ramachandran +2 more
202032 citations
Semantic Scholar
Pattern Analysis of IDEO's Human-Centered Design Methods in Developing Regions
M. Fuge, A. Agogino
201532 citations
Semantic Scholar
Interpreting Idea Maps: Pairwise Comparisons Reveal What Makes Ideas Novel
Faez Ahmed, S. Ramachandran, M. Fuge, Samuel T. Hunter +1 more
2018Journal of Mechanical Design27 citations
Semantic Scholar
Design creativity
Katherine K. Fu, M. Fuge, David C. Brown
2018Artificial intelligence for engineering design, analysis and manufacturing27 citations Open access
Semantic Scholar
Beyond the Known: Detecting Novel Feasible Domains Over an Unbounded Design Space
Wei Chen, M. Fuge
201726 citations
Semantic Scholar
Automatically Inferring Metrics for Design Creativity
M. Fuge, Joshua R. Stroud, A. Agogino
201326 citations
Semantic Scholar
Discovering Diverse, High Quality Design Ideas From a Large Corpus
Faez Ahmed, M. Fuge, L. Gorbunov
201623 citations
Semantic Scholar
Machine Learning of Energetic Material Properties
Brian C. Barnes, Daniel C. Elton, Z. Boukouvalas, Decarlos E. Taylor +3 more
201822 citations
Semantic Scholar
Inverse Design of 2D Airfoils using Conditional Generative Models and Surrogate Log-Likelihoods
Qiuyi Chen, Jun Wang, Phillip E. Pope, Wei Chen +1 more
2021Journal of Mechanical Design21 citations
Semantic Scholar
An Algorithm for Multi-Attribute Diverse Matching
Saba Ahmadi, Faez Ahmed, John P. Dickerson, M. Fuge +1 more
2019International Joint Conference on Artificial Intelligence21 citations Open access
Semantic Scholar
Capturing Winning Ideas in Online Design Communities
Faez Ahmed, M. Fuge
2017Conference on Computer Supported Cooperative Work21 citations
Semantic Scholar
Using natural language processing techniques to extract information on the properties and functionalities of energetic materials from large text corpora
Daniel C. Elton, D. Turakhia, N. Reddy, Z. Boukouvalas +3 more
2019arXiv.org19 citations
Semantic Scholar
Ranking ideas for diversity and quality
Faez Ahmed, M. Fuge
2017arXiv.org19 citations Open access
Semantic Scholar
Active expansion sampling for learning feasible domains in an unbounded input space
Wei Chen, M. Fuge
2017Structural And Multidisciplinary Optimization19 citations Open access
Semantic Scholar
Bayesian Optimization for Design of Multi-Actuator Soft Catheter Robots
Seyede Fatemeh Ghoreishi, R. Sochol, D. Gandhi, Axel Krieger +1 more
2021IEEE Transactions on Medical Robotics and Bionics18 citations Open access
Semantic Scholar
Automatic Shape Optimization of Patient-Specific Tissue Engineered Vascular Grafts for Aortic Coarctation
Xiaolong Liu, Seda Aslan, Rachel Hess, P. Mass +5 more
2020Annual International Conference of the IEEE Engineering in Medicine and Biology Society18 citations
Semantic Scholar
How Online Design Communities Evolve Over Time: The Birth and Growth of OpenIDEO
M. Fuge, A. Agogino
201417 citations
Semantic Scholar
GrainPaint: A multi-scale diffusion-based generative model for microstructure reconstruction of large-scale objects
Nathaniel J. Hoffman, Cashen Diniz, Dehao Liu, Theron Rodgers +2 more
2025Acta Materialia15 citations Open access
Semantic Scholar
Creative exploration using topic-based bisociative networks
Faez Ahmed, M. Fuge
2018Design Science15 citations Open access
Semantic Scholar
The MechProcessor: Helping Novices Design Printable Mechanisms Across Different Printers
M. Fuge, Greg Carmean, J. Cornelius, R. Elder
201514 citations
Semantic Scholar
Locally Optimizable Joint Embedding Framework to Design Nitrogen‐rich Molecules that are Similar but Improved
Sangeeth Balakrishnan, Francis G. VanGessel, Z. Boukouvalas, Brian C. Barnes +2 more
2021Molecular Informatics12 citations
Semantic Scholar
Synthesizing Designs With Inter-Part Dependencies Using Hierarchical Generative Adversarial Networks
Wei Chen, A. Jeyaseelan, M. Fuge
2018Design Automation Conference12 citations
Semantic Scholar
Optimizing Diffusion to Diffuse Optimal Designs
Cashen Diniz, M. Fuge
2024AIAA SCITECH 2024 Forum11 citations
Semantic Scholar
User Research Methods for Development Engineering: A Study of Method Usage With IDEO’s HCD Connect
M. Fuge, A. Agogino
201411 citations
Semantic Scholar
Learning Airfoil Manifolds with Optimal Transport
Qiuyi Chen, Phillip E. Pope, M. Fuge
2022AIAA SCITECH 2022 Forum10 citations
Semantic Scholar
Independent Vector Analysis for Data Fusion Prior to Molecular Property Prediction with Machine Learning
Z. Boukouvalas, Daniel C. Elton, Peter W. Chung, M. Fuge
2018arXiv.org10 citations
Semantic Scholar
2026 roadmap on artificial intelligence and machine learning for smart manufacturing
Jay Lee, Han-Qi Su, M. Macchi, Adalberto Polenghi +49 more
2026Machine Learning: Engineering9 citations Open access
Semantic Scholar
An Approach for 3D Microprinting Soft Robotic Surgical Tools at 1.5 French Length Scales for Endovascular Interventions
Bailey M. Felix, Olivia M. Young, Jordi T. Andreou, Nicholas Portwood +11 more
2024International Conference on Soft Robotics9 citations Open access
Semantic Scholar
Surgical Planning and Optimization of Patient-Specific Fontan Grafts with Uncertain Post-Operative Boundary Conditions and Anastomosis Displacement
Xiaolong Liu, N. Hibino, Y. Loke, Byeol Kim +4 more
2021IEEE Transactions on Biomedical Engineering9 citations Open access
Semantic Scholar
Organizing Tagged Knowledge: Similarity Measures and Semantic Fluency in Structure Mining
R. Sexton, M. Fuge
2020Journal of mechanical design9 citations Open access
Semantic Scholar
Structuring Online Dyads: Explanations Improve Creativity, Chats Lead to Convergence
Faez Ahmed, N. Chandra, M. Fuge, Steven W. Dow
2019Creativity & Cognition9 citations
Semantic Scholar
Independent Vector Analysis for Molecular Data Fusion: Application to Property Prediction and Knowledge Discovery of Energetic Materials
Z. Boukouvalas, Monica Puerto, Daniel C. Elton, Peter W. Chung +1 more
2021European Signal Processing Conference8 citations
Semantic Scholar
Semi-Automatic Planning and Three-dimensional Electrospinning of Patient-Specific Grafts for Fontan Surgery
Xiaolong Liu, Byeol Kim, Y. Loke, P. Mass +4 more
2021IEEE Transactions on Biomedical Engineering8 citations Open access
Semantic Scholar
Measuring and Optimizing Design Variety Using Herfindahl Index
Faez Ahmed, S. Ramachandran, M. Fuge, Samuel T. Hunter +1 more
2019Volume 7: 31st International Conference on Design Theory and Methodology8 citations
Semantic Scholar
Mean Squared Error May Lead You Astray When Optimizing Your Inverse Design Methods
Milad Habibi, S. Bernard, Jun Wang, M. Fuge
2022Design Automation Conference7 citations
Semantic Scholar
Design Variety Measurement Using Sharma–Mittal Entropy
Faez Ahmed, S. Ramachandran, M. Fuge, Samuel T. Hunter +1 more
20217 citations
Semantic Scholar
Forming Diverse Teams from Sequentially Arriving People
Faez Ahmed, John P. Dickerson, M. Fuge
2020Journal of Mechanical Design7 citations Open access
Semantic Scholar

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