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C. McComb · SciRah

Researcher profile · Semantic Scholar

C. McComb

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C. McComb — researcher profile on SciRah

h-index: 21
Works: 139
Citations: 1,664

Most-cited papers

A cautionary tale about the impact of AI on human design teams
Guanglu Zhang, Ayush Raina, J. Cagan, C. McComb
2021105 citations Open access
Semantic Scholar
Design Repository Effectiveness for 3D Convolutional Neural Networks: Application to Additive Manufacturing
Glen Williams, N. Meisel, T. Simpson, C. McComb
2019Journal of Mechanical Design80 citations
Semantic Scholar
Learning to design from humans: Imitating human designers through deep learning
Ayush Raina, C. McComb, J. Cagan
2019Journal of Mechanical Design77 citations Open access
Semantic Scholar
Decoding the agility of artificial intelligence-assisted human design teams
B. Song, N. Soria Zurita, J. Gyory, Guanglu Zhang +7 more
2022Design Studies48 citations Open access
Semantic Scholar
Are you feeling me? An exploration of empathy development in engineering design education
M. Alzayed, C. McComb, Jessica Menold, J.L Huff +1 more
202045 citations
Semantic Scholar
Human Versus Artificial Intelligence: A Data-Driven Approach to Real-Time Process Management During Complex Engineering Design
J. Gyory, N. Soria Zurita, Jay Martin, Corey Balon +3 more
2021Journal of Mechanical Design41 citations
Semantic Scholar
KABOOM: an agent-based model for simulating cognitive style in team problem solving
Samuel Lapp, K. Jablokow, C. McComb
2019Design Science40 citations Open access
Semantic Scholar
Using Physics-Informed Generative Adversarial Networks to Perform Super-Resolution for Multiphase Fluid Simulations
Matthew Li, C. McComb
2021Journal of Computing and Information Science in Engineering36 citations Open access
Semantic Scholar
TOWARD HYBRID TEAMS: A PLATFORM TO UNDERSTAND HUMAN-COMPUTER COLLABORATION DURING THE DESIGN OF COMPLEX ENGINEERED SYSTEMS
B. Song, N. Soria Zurita, G. Zhang, G. Stump +5 more
2020Proceedings of the Design Society: DESIGN Conference35 citations Open access
Semantic Scholar
Transferring Design Strategies From Human to Computer and Across Design Problems
Ayush Raina, J. Cagan, C. McComb
2019Journal of Mechanical Design34 citations Open access
Semantic Scholar
A MULTI-AGENT REINFORCEMENT LEARNING FRAMEWORK FOR INTELLIGENT MANUFACTURING WITH AUTONOMOUS MOBILE ROBOTS
Akash Agrawal, Sung Jun Won, Tushar Sharma, Mayuri Deshpande +1 more
2021Proceedings of the Design Society33 citations Open access
Semantic Scholar
Special Issue: Artificial Intelligence and Engineering Design
James T. Allison, Michel-Alexandre Cardin, C. McComb, Yi Ren +4 more
2021Journal of Mechanical Design31 citations Open access
Semantic Scholar
A strategic decision-making architecture toward hybrid teams for dynamic competitive problems
A. E. Bayrak, C. McComb, J. Cagan, K. Kotovsky
2021Decision Support Systems27 citations Open access
Semantic Scholar
A conceptual framework for multidisciplinary design research with example application to agent-based modeling
C. McComb, K. Jablokow
2022Design Studies25 citations Open access
Semantic Scholar
Using Hidden Markov Models to Uncover Underlying States in Neuroimaging Data for a Design Ideation Task
K. Goucher-Lambert, C. McComb
2019Proceedings of the Design Society23 citations Open access
Semantic Scholar
Using workplace thriving theory to investigate first‐year engineering students' abilities to thrive during the transition to online learning due to COVID‐19
Sandeep Krishnakumar, Torsten Maier, Catherine G. P. Berdanier, Sarah C. Ritter +2 more
2022Journal of Engineering Education21 citations Open access
Semantic Scholar
FOCUS AND MODALITY: DEFINING A ROADMAP TO FUTURE AI-HUMAN TEAMING IN DESIGN
C. McComb, Peter Boatwright, J. Cagan
2023Proceedings of the Design Society19 citations Open access
Semantic Scholar
When faced with increasing complexity: The effectiveness of AI assistance for drone design
B. Song, N. Soria Zurita, H. Nolte, H. Singh +2 more
202119 citations Open access
Semantic Scholar
Mining Design Heuristics for Additive Manufacturing Via Eye-Tracking Methods and Hidden Markov Modeling
Priyesh Mehta, Manoj Malviya, C. McComb, G. Manogharan +1 more
202019 citations
Semantic Scholar
The story novice designers tell: How rhetorical structures and prototyping shape communication with external audiences
Sandeep Krishnakumar, Catherine G. P. Berdanier, C. Lauff, C. McComb +1 more
2022Design Studies16 citations Open access
Semantic Scholar
Empathic creativity: can trait empathy predict creative concept generation and selection?
Mohammad Alsager Alzayed, Scarlett R. Miller, C. McComb
2021Artificial intelligence for engineering design, analysis and manufacturing16 citations
Semantic Scholar
Design Strategy Network: A deep hierarchical framework to represent generative design strategies in complex action spaces
Ayush Raina, J. Cagan, C. McComb
2021Journal of Mechanical Design15 citations Open access
Semantic Scholar
Comparing human and cognitive assistant facilitated brainstorming sessions
Torsten Maier, N. Soria Zurita, E. Starkey, Daniel R. Spillane +2 more
2022Journal of engineering design14 citations
Semantic Scholar
Detection of System Compromise in Additive Manufacturing Using Video Motion Magnification
Sakthi Kumar Arul Prakash, Tobias Mahan, Glen Williams, C. McComb +2 more
202013 citations
Semantic Scholar
No time for that? An investigation of mindfulness and stress in first-year engineering design
H. Nolte, Jacquelyn Huff, C. McComb
2022Design Science12 citations Open access
Semantic Scholar
Learning to design without prior data: Discovering generalizable design strategies using deep learning and tree search
Ayush Raina, J. Cagan, C. McComb
2022Journal of Mechanical Design12 citations Open access
Semantic Scholar
The cognitive experience of engineering design: an examination of first-year student stress across principal activities of the engineering design process
H. Nolte, C. McComb
2021Design Science12 citations Open access
Semantic Scholar
Predicting elastic strain fields in defective microstructures using image colorization algorithms
P. Khanolkar, C. McComb, S. Basu
202112 citations Open access
Semantic Scholar
Assessing Engineering Design: A Comparison of the Effect of Exams and Design Practica on First-Year Students’ Design Self-Efficacy
H. Nolte, Catherine G. P. Berdanier, Jessica Menold, C. McComb
202111 citations
Semantic Scholar
Lost in Translation: Examining the Complex Relationship Between Prototyping and Communication
Sandeep Krishnakumar, Catherine G. P. Berdanier, C. McComb, Jessica Menold
202111 citations
Semantic Scholar
Data on the design and operation of drones by both individuals and teams
Guanglu Zhang, N. Soria Zurita, G. Stump, B. Song +2 more
2021Data in Brief10 citations Open access
Semantic Scholar
Goal-Directed Design Agents: Integrating Visual Imitation with One-Step Lookahead Optimization for Generative Design
Ayush Raina, Lucas Puentes, J. Cagan, C. McComb
2021Journal of Mechanical Design10 citations Open access
Semantic Scholar
COMMUNICATION IN AI-ASSISTED TEAMS DURING AN INTERDISCIPLINARY DRONE DESIGN PROBLEM
J. Gyory, B. Song, J. Cagan, C. McComb
2021Proceedings of the Design Society10 citations Open access
Semantic Scholar
ANALYSING THE EFFECT OF SELF-EFFICACY AND INFLUENCERS ON DESIGN TEAM PERFORMANCE
H. Singh, Gaetano Cascini, C. McComb
2020Proceedings of the Design Society: DESIGN Conference10 citations Open access
Semantic Scholar
The Prototyping Behaviors of Startups: Exploring the Relationship Between Prototyping Behaviors and Startup Strategies
Jacob Nelson, Tobias Mahan, C. McComb, Jessica Menold
202010 citations
Semantic Scholar
Expanding the Solution Space in Engineering Design Education: A Simulation-Based Investigation of Product Dissection
Mohammad Alsager Alzayed, C. McComb, Samuel T. Hunter, Scarlett R. Miller
2019Journal of Mechanical Design10 citations
Semantic Scholar
Uncovering potential bias in engineering design: a comparative review of bias research in medicine
M. Agyemang, Doertha A. Andreae, C. McComb
2023Design Science9 citations Open access
Semantic Scholar
Part filtering methods for additive manufacturing: A detailed review and a novel process-agnostic method
J. Brennan, T. Simpson, C. McComb, K. Jablokow +1 more
20219 citations Open access
Semantic Scholar
Towards Enhanced Creativity in Interface Design through Automated Usability Evaluation
Snehal Dhengre, Jayant Mathur, Farzaneh Oghazian, Xiaomei Tan +1 more
2020ICCC9 citations
Semantic Scholar
Can Design Teams Be Empathically Creative? A Simulation-Based Investigation on the Role of Team Empathy on Concept Generation and Selection
M. Alzayed, Scarlett R. Miller, Jessica Menold, Jacquelyn Huff +1 more
2020Volume 8: 32nd International Conference on Design Theory and Methodology (DTM)9 citations
Semantic Scholar
Pulling at the Digital Thread: Exploring the Tolerance Stack Up Between Automatic Procedures and Expert Strategies in Scan to Print Processes
Tobias Mahan, N. Meisel, C. McComb, Jessica Menold
2019Journal of Mechanical Design9 citations
Semantic Scholar
Heuristic-Guided Solution Search Through a Two-Tiered Design Grammar
Lucas Puentes, J. Cagan, C. McComb
2019Journal of Computing and Information Science in Engineering9 citations Open access
Semantic Scholar
Uncovering hidden patterns of design ideation using hidden Markov modeling and neuroimaging
Mo Hu, C. McComb, K. Goucher-Lambert
2023Artificial intelligence for engineering design, analysis and manufacturing8 citations Open access
Semantic Scholar
MODELING A STRATEGIC HUMAN ENGINEERING DESIGN PROCESS: HUMAN-INSPIRED HEURISTIC GUIDANCE THROUGH LEARNED VISUAL DESIGN AGENTS
Lucas Puentes, Ayush Raina, Jonathan Cagan, C. McComb
2020Proceedings of the Design Society: DESIGN Conference8 citations Open access
Semantic Scholar
Adaptation through Communication: Assessing Human-AI Partnership for the Design of Complex Engineering Systems
Zeda Xu, C. Hong, N. Soria Zurita, J. Gyory +4 more
2024Journal of Mechanical Design7 citations
Semantic Scholar
Exploring the impact of set-based concurrent engineering through multi-agent system simulation
Sean C. Rismiller, J. Cagan, C. McComb
2023Artificial intelligence for engineering design, analysis and manufacturing7 citations Open access
Semantic Scholar
Investigating the relationship between mindfulness, stress and creativity in introductory engineering design
H. Nolte, N. Soria Zurita, Elizabeth M. Starkey, C. McComb
2023Design Science7 citations Open access
Semantic Scholar
A Quantitative Approach to Evaluate the Application of the Extended Situational Teaching Model in Engineering Education
F. Tehrani, C. McComb, Sherri-Gae Scott
20217 citations Open access
Semantic Scholar
A Query Conundrum: The Mental Challenges of Using a Cognitive Assistant
Torsten Maier, Saeed Abdullah, C. McComb, Jessica Menold
2021SN Computer Science7 citations Open access
Semantic Scholar
An analysis of design process and performance in distributed data science teams
C. McComb, J. Defranco, Torsten Maier
2019Team Performance Management7 citations Open access
Semantic Scholar

Frequent co-authors

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J. Cagan×15
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J. Cagan — researcher profile on SciRah
Jessica Menold×11
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Jessica Menold — researcher profile on SciRah
N. Soria Zurita×8
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Ayush Raina×7
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