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A-design: an agent-based approach to conceptual design in a dynamic environment
1999
Research in Engineering Design 11, 172-192, 1999
268
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Cagan
Mechanical Engineering
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AI/OR computational model for integrating qualitative and quantitative design methods
1990
NASA. Ames Research Center, Collection of Viewgraphs, 1990
27
VtINcewAAAAJ:ZHo1McVdvXMC
Cagan
Mechanical Engineering
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APA copyright notice: This article may not exactly replicate the final version published in the APA journal. It is not the copy of record. http://dx. doi. org/10.1037/0278-7393 …
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VtINcewAAAAJ:BwyfMAYsbu0C
Cagan
Mechanical Engineering
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Abstract of Interests in Design from Physical Principles
null
Research in Engineering Design 3, 75-85, 0
0
VtINcewAAAAJ:q3oQSFYPqjQC
Cagan
Mechanical Engineering
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Activity Analysis: Simplifying Optimal Design Problems Through Qualitative
null
0
VtINcewAAAAJ:5qfkUJPXOUwC
Cagan
Mechanical Engineering
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Activity analysis: Simplifying optimal design problems through qualitative partitioning
1995
International Design Engineering Technical Conferences and Computers and …, 1995
16
VtINcewAAAAJ:BUYA1_V_uYcC
Cagan
Mechanical Engineering
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Activity analysis: the qualitative analysis of stationary points for optimal reasoning
1994
AAAI, 1217-1223, 1994
25
VtINcewAAAAJ:PaBasH6fAo0C
Cagan
Mechanical Engineering
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Adaptation Through Communication: Assessing Human–Artificial Intelligence Partnership for the Design of Complex Engineering Systems
2024
Journal of Mechanical Design 146, 081401-1, 2024
5
VtINcewAAAAJ:HhcuHIWmDEUC
Cagan
Mechanical Engineering
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Adaptation and Challenges in Human-AI Partnership for the Design of Complex Engineering Systems
2023
International Design Engineering Technical Conferences and Computers and …, 2023
1
VtINcewAAAAJ:O0nohqN1r9EC
Cagan
Mechanical Engineering
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Adaptive inspirational design stimuli: using design output to computationally search for stimuli that impact concept generation
2020
Journal of Mechanical Design 142 (9), 091401, 2020
59
VtINcewAAAAJ:ODE9OILHJdcC
Cagan
Mechanical Engineering
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Additive manufacturing process design
2016
University of Texas at Austin, 2016
5
VtINcewAAAAJ:eJXPG6dFmWUC
Cagan
Mechanical Engineering
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Addressing challenges to problem complexity: Effectiveness of AI assistance during the design process
2021
International Design Engineering Technical Conferences and Computers and …, 2021
6
VtINcewAAAAJ:4fKUyHm3Qg0C
Cagan
Mechanical Engineering
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Agent-Based Approach to Optimal Configuration Design with Application to Manufacturing Process Planning
2003
0
VtINcewAAAAJ:J-pR_7NvFogC
Cagan
Mechanical Engineering
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Agent-based synthesis of electro-mechanical design configurations
1998
International Design Engineering Technical Conferences and Computers and …, 1998
172
VtINcewAAAAJ:Ak0FvsSvgGUC
Cagan
Mechanical Engineering
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Agent-based synthesis of electro-mechanical design configurations
1998
ASME Design Engineering Technical Conference, DETC/DTM-5673, 1998
1
VtINcewAAAAJ:b1wdh0AR-JQC
Cagan
Mechanical Engineering
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Aligning Shape Rule Creation with Modular Design: Minimizing the Cost of Using Shape Grammars
2008
International Design Engineering Technical Conferences and Computers and …, 2008
2
VtINcewAAAAJ:dQ2og3OwTAUC
Cagan
Mechanical Engineering
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An Exploration of the Effects of Managerial Intervention on Engineering Design Team Performance
2019
Design Computing and Cognition'18, 613-629, 2019
3
VtINcewAAAAJ:2KloaMYe4IUC
Cagan
Mechanical Engineering
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An Extended Pattern Search Algorithm for Three-Dimensional
null
0
VtINcewAAAAJ:e_rmSamDkqQC
Cagan
Mechanical Engineering
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An Extended Pattern Search Approach to Wind Farm Layout
2012
0
VtINcewAAAAJ:u_35RYKgDlwC
Cagan
Mechanical Engineering
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An Improved Shape Annealing Algorithm for the Generation of Coated Deoxyribonucleic Acid Origami Nanostructures
2024
Journal of Mechanical Design 146 (5), 2024
0
VtINcewAAAAJ:-95Q15plzcUC
Cagan
Mechanical Engineering
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An Integrated Approach to Optimal T hree D imensional L ayoutand R outing
null
0
VtINcewAAAAJ:eQOLeE2rZwMC
Cagan
Mechanical Engineering
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An advanced modeling system for optimization of wind farm layout and wind turbine sizing using a multi-level extended pattern search algorithm
2016
Energy 106, 802-814, 2016
89
VtINcewAAAAJ:2tRrZ1ZAMYUC
Cagan
Mechanical Engineering
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An adversarial agent-based design method using stochastic Stackelberg game conditions
2021
Journal of Mechanical Design 143 (3), 031714, 2021
2
VtINcewAAAAJ:L7CI7m0gUJcC
Cagan
Mechanical Engineering
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An agent based optimization approach to manufacturing process planning
2004
J. Mech. Des. 126 (1), 46-55, 2004
28
VtINcewAAAAJ:Z5m8FVwuT1cC
Cagan
Mechanical Engineering
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-0.03097335807979107, 0.014777758158743382, 0.03554825484752655, -0.07036960124969482, -0.004894468002021313 ]
An extended pattern search algorithm for three-dimensional component layout
2000
J. Mech. Des. 122 (1), 102-108, 2000
134
VtINcewAAAAJ:geHnlv5EZngC
Cagan
Mechanical Engineering
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An extended pattern search approach to wind farm layout optimization
2012
156
VtINcewAAAAJ:8AbLer7MMksC
Cagan
Mechanical Engineering
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An improved shape annealing algorithm for optimally directed shape generation
1992
Artificial Intelligence in Design’92, 307-324, 1992
8
VtINcewAAAAJ:z_wVstp3MssC
Cagan
Mechanical Engineering
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An improved shape annealing algorithm for truss topology generation
1995
105
VtINcewAAAAJ:KaMxkj08jr0C
Cagan
Mechanical Engineering
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An improved shape annealing method for truss topology generation
1994
International Design Engineering Technical Conferences and Computers and …, 1994
13
VtINcewAAAAJ:roLk4NBRz8UC
Cagan
Mechanical Engineering
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An initial guess free method for least squares parameter estimation in nonlinear models
2020
International Design Engineering Technical Conferences and Computers and …, 2020
2
VtINcewAAAAJ:KlAtU1dfN6UC
Cagan
Mechanical Engineering
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An integrated approach to optimal three dimensional layout and routing
1998
43
VtINcewAAAAJ:35r97b3x0nAC
Cagan
Mechanical Engineering
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An lmproved Shape Annealing Algorithm For Truss Topology
null
0
VtINcewAAAAJ:9vf0nzSNQJEC
Cagan
Mechanical Engineering
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Analyzing the effect of team structure on team performance: an experimental and computational approach
2014
Proceedings of the Annual Meeting of the Cognitive Science Society 36 (36), 2014
11
VtINcewAAAAJ:fQNAKQ3IYiAC
Cagan
Mechanical Engineering
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Applying machine learning methods toward classification based on small datasets: application to shoulder labral tears
2020
Journal of Engineering and Science in Medical Diagnostics and Therapy 3 (1 …, 2020
5
VtINcewAAAAJ:4vMrXwiscB8C
Cagan
Mechanical Engineering
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Approach to Wind Farm Layout 0ptimization
2012
0
VtINcewAAAAJ:anf4URPfarAC
Cagan
Mechanical Engineering
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Are Confident Designers Good Teammates to Artificial Intelligence?: A Study of Self-Confidence, Competence, and Collaborative Performance
2022
Proceedings of the Design Society 2, 1531-1540, 2022
2
VtINcewAAAAJ:hqOjcs7Dif8C
Cagan
Mechanical Engineering
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Are you better off alone? Mitigating the underperformance of engineering teams during conceptual design through adaptive process management
2019
Research in Engineering Design 30, 85-102, 2019
40
VtINcewAAAAJ:JQOojiI6XY0C
Cagan
Mechanical Engineering
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Artificial intelligence impersonating a human: The impact of design facilitator identity on human designers
2023
Journal of Mechanical Design 145 (5), 051404, 2023
9
VtINcewAAAAJ:bz8QjSJIRt4C
Cagan
Mechanical Engineering
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Attention affordances: Applying attention theory to the design of complex visual interfaces.
2021
Journal of Experimental Psychology: Applied 27 (2), 338, 2021
9
VtINcewAAAAJ:4hFrxpcac9AC
Cagan
Mechanical Engineering
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Automated generation of optimally directed three dimensional component layouts
1993
International Design Engineering Technical Conferences and Computers and …, 1993
34
VtINcewAAAAJ:hCrLmN-GePgC
Cagan
Mechanical Engineering
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-0.02398335188627243, 0.0038138292729854584, -0.034597381949424744, -0.014857727102935314 ]
Automated heuristic induction from human design data
2020
International Design Engineering Technical Conferences and Computers and …, 2020
2
VtINcewAAAAJ:6_hjMsCP8ZoC
Cagan
Mechanical Engineering
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Automated induction of general grammars for design
2017
Design Computing and Cognition'16, 267-278, 2017
5
VtINcewAAAAJ:q3CdL3IzO_QC
Cagan
Mechanical Engineering
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Automated trunk packing with extended pattern search
2003
SAE Technical Paper, 2003
24
VtINcewAAAAJ:Ug5p-4gJ2f0C
Cagan
Mechanical Engineering
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Automatically generating form concepts according to consumer preference: a shape grammar implementation with software agents
2008
International Design Engineering Technical Conferences and Computers and …, 2008
9
VtINcewAAAAJ:P5F9QuxV20EC
Cagan
Mechanical Engineering
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Automating Style Analysis and Visualization With Explainable AI-Case Studies on Brand Recognition
2023
International Design Engineering Technical Conferences and Computers and …, 2023
2
VtINcewAAAAJ:iH-uZ7U-co4C
Cagan
Mechanical Engineering
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Automating the creation of shape grammar rules
2008
Design Computing and Cognition'08: Proceedings of the Third International …, 2008
26
VtINcewAAAAJ:Y5dfb0dijaUC
Cagan
Mechanical Engineering
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BIGNet: A Deep Learning Architecture for Brand Recognition with Geometry-Based Explainability
2024
Journal of Mechanical Design 146 (5), 051701, 2024
4
VtINcewAAAAJ:kWvqk_afx_IC
Cagan
Mechanical Engineering
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Built to Love: Creating Products That Captivate Customers
2011
ReadHowYouWant. com, 2011
2
VtINcewAAAAJ:artPoR2Yc-kC
Cagan
Mechanical Engineering
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Built to love: creating products that captivate customers
2010
Berrett-Koehler Publishers, 2010
59
VtINcewAAAAJ:U4n9YNQMCAIC
Cagan
Mechanical Engineering
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Business Innovation Insights (Collection)
2013
FT Press, 2013
0
VtINcewAAAAJ:M05iB0D1s5AC
Cagan
Mechanical Engineering
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Capturing a rebel: modeling the Harley-Davidson brand through a motorcycle shape grammar
2002
Research in Engineering Design 13, 139-156, 2002
284
VtINcewAAAAJ:HeT0ZceujKMC
Cagan
Mechanical Engineering
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Capturing consumer preference through experiential conjoint analysis
2013
International design engineering technical conferences and computers and …, 2013
15
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Cagan
Mechanical Engineering
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Capturing human sequence-learning abilities in configuration design tasks through markov chains
2017
Journal of Mechanical Design 139 (9), 091101, 2017
76
VtINcewAAAAJ:XiVPGOgt02cC
Cagan
Mechanical Engineering
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Capturing the essence of a product’s brand through a shape grammar representation
2003
DS 31: Proceedings of ICED 03, the 14th International Conference on …, 2003
1
VtINcewAAAAJ:V3AGJWp-ZtQC
Cagan
Mechanical Engineering
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Case for generative tools for conceptual design
1994
The 1994 International Mechanical Engineering Congress and Exposition, 165-173, 1994
3
VtINcewAAAAJ:dfsIfKJdRG4C
Cagan
Mechanical Engineering
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Clarifying the fuzzy front end of new product development: Teaching engineering and industrial design students ethnographic methods to foster interdisciplinary inquiry into …
1999
International Design Engineering Technical Conferences and Computers and …, 1999
8
VtINcewAAAAJ:JV2RwH3_ST0C
Cagan
Mechanical Engineering
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Cognitive Approaches to Automated Engineering Design Grant# FA9550-04-1-0
2007
0
VtINcewAAAAJ:-jrNzM816MMC
Cagan
Mechanical Engineering
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Cognitive Principles in a Computational Engineering Design Methodology
2019
Proceedings of the Twenty-fourth Annual Conference of the Cognitive Science …, 2019
0
VtINcewAAAAJ:6yz0xqPARnAC
Cagan
Mechanical Engineering
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Cognitive investigations into knowledge representation in engineering design
2004
Design Computing and Cognition’04, 97-116, 2004
5
VtINcewAAAAJ:mlAyqtXpCwEC
Cagan
Mechanical Engineering
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Cognitive-based search strategies for complex bio-nanotechnology design derived through symbiotic human and agent-based approaches
2014
International Design Engineering Technical Conferences and Computers and …, 2014
19
VtINcewAAAAJ:MpfHP-DdYjUC
Cagan
Mechanical Engineering
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-0.0846996158361435, -0.0038723540492355824, 0.013108931481838226, -0.003471211763098836, -0.017556319013237953 ]
Cognitively-Inspired Computational Design Methods
2006
0
VtINcewAAAAJ:Zph67rFs4hoC
Cagan
Mechanical Engineering
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Collaborative design decision-making with artificial intelligence: Exploring the evolution and impact of human confidence in AI and in themselves
2022
International Design Engineering Technical Conferences and Computers and …, 2022
5
VtINcewAAAAJ:owLR8QvbtFgC
Cagan
Mechanical Engineering
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Combining artificial intelligence and optimization in engineering design
1994
Carnegie Mellon University, 1994
1
VtINcewAAAAJ:NaGl4SEjCO4C
Cagan
Mechanical Engineering
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Combining artificial intelligence and optimization in engineering design: a brief survey
1996
AIChE symposium series, 110-118, 1996
5
VtINcewAAAAJ:blknAaTinKkC
Cagan
Mechanical Engineering
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Communication in AI-assisted teams during an interdisciplinary drone design problem
2021
Proceedings of the Design Society 1, 651-660, 2021
14
VtINcewAAAAJ:7PzlFSSx8tAC
Cagan
Mechanical Engineering
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Comparing Nominal and Interacting Sub-Structured Teams in an Interdisciplinary Engineering Design Task
2022
International Design Engineering Technical Conferences and Computers and …, 2022
3
VtINcewAAAAJ:_Qo2XoVZTnwC
Cagan
Mechanical Engineering
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Comparing the impacts on team behaviors between artificial intelligence and human process management in interdisciplinary design teams
2022
Journal of Mechanical Design 144 (10), 104501, 2022
7
VtINcewAAAAJ:mNrWkgRL2YcC
Cagan
Mechanical Engineering
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Component LayOut Using Simulated Annealing
null
0
VtINcewAAAAJ:vDijr-p_gm4C
Cagan
Mechanical Engineering
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Component Layout
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VtINcewAAAAJ:PVjk1bu6vJQC
Cagan
Mechanical Engineering
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Computational Design Lab Department of Mechanical Engineering Carnegie Mellon University Pittsburgh, PA 15213
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0
VtINcewAAAAJ:tYavs44e6CUC
Cagan
Mechanical Engineering
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Computationally derived adaptive inspirational stimuli for real-time design support during concept generation
2019
International design engineering technical conferences and computers and …, 2019
8
VtINcewAAAAJ:vDZJ-YLwNdEC
Cagan
Mechanical Engineering
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Computer-Based Design
2011
0
VtINcewAAAAJ:dBIO0h50nwkC
Cagan
Mechanical Engineering
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Computer-Based Design
2011
0
VtINcewAAAAJ:EkHepimYqZsC
Cagan
Mechanical Engineering
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Computer-based design synthesis research: an overview
2011
334
VtINcewAAAAJ:Mojj43d5GZwC
Cagan
Mechanical Engineering
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-0.00436037965118885, 0.050095535814762115, -0.019667645916342735, -0.010960938408970833 ]
Concurrent optimization of computationally learned stylistic form and functional goals
2012
43
VtINcewAAAAJ:VL0QpB8kHFEC
Cagan
Mechanical Engineering
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Configuration design: An integrated approach using grammars
1996
International Design Engineering Technical Conferences and Computers and …, 1996
10
VtINcewAAAAJ:URolC5Kub84C
Cagan
Mechanical Engineering
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-0.0068212547339499, 0.022427799180150032, -0.06306049227714539, -0.02979871816933155 ]
Constrained three-dimensional component layout using simulated annealing
1997
162
VtINcewAAAAJ:4DMP91E08xMC
Cagan
Mechanical Engineering
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Corporate decision making and part differentiation: A strategy for customer-driven product development planning
2002
International Design Engineering Technical Conferences and Computers and …, 2002
4
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Cagan
Mechanical Engineering
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Coupling Simulated Annealing and Homogenization to Design Thermally Conductive Hybrid Lattice Support Structures for LPBF
2023
International Design Engineering Technical Conferences and Computers and …, 2023
3
VtINcewAAAAJ:uVUOdF_882EC
Cagan
Mechanical Engineering
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Creating Breakthrough Products: Revealing the Secrets that Drive Global Innovation
2012
FT Press, 2012
69
VtINcewAAAAJ:4X0JR2_MtJMC
Cagan
Mechanical Engineering
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Creating Breakthrough Products: Revealing the Secrets that Drive Global Innovation (Special Second Edition)
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Lulu. com, 0
0
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Cagan
Mechanical Engineering
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Creating breakthrough products: Innovation from product planning to program approval
2002
Ft Press, 2002
1,037
VtINcewAAAAJ:sJsF-0ZLhtgC
Cagan
Mechanical Engineering
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Creating cross-over vehicles: Defining and combining vehicle classes using shape grammars
2006
Ai Edam 20 (3), 217-246, 2006
131
VtINcewAAAAJ:ZuybSZzF8UAC
Cagan
Mechanical Engineering
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Crossing the’63 Riviera With a Concept Cielo: Capturing, Representing and Generating the Buick Brand
2002
International Design Engineering Technical Conferences and Computers and …, 2002
4
VtINcewAAAAJ:r0BpntZqJG4C
Cagan
Mechanical Engineering
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Crowdsourcing inspiration: Using crowd generated inspirational stimuli to support designer ideation
2019
Design Studies 61, 1-29, 2019
139
VtINcewAAAAJ:9pM33mqn1YgC
Cagan
Mechanical Engineering
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Curve-based Neural Style Transfer
2023
arXiv preprint arXiv:2401.08579, 2023
0
VtINcewAAAAJ:FiDNX6EVdGUC
Cagan
Mechanical Engineering
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Curve-based shape matching: supporting designers' hierarchies through parametric shape recognition of arbitrary geometry
2006
Environment and Planning B: Planning and Design 33 (4), 523-540, 2006
33
VtINcewAAAAJ:k8Z6L05lTy4C
Cagan
Mechanical Engineering
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DELETE Spatially Multiplexed XY Lateral Shear Interferometer With Varying Shears Using Holographic Lens and Spatial Fourier Transform
2004
0
VtINcewAAAAJ:gsN89kCJA0AC
Cagan
Mechanical Engineering
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DODAAD CODE: 97668 AFOSR Program Manager: Lt. Col. Juan R. Vasquez
null
0
VtINcewAAAAJ:PyEswDtIyv0C
Cagan
Mechanical Engineering
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DTM Past, Present, and Future: Reflections on and by the Design Theory and Methodology Research Community
2022
International Design Engineering Technical Conferences and Computers and …, 2022
5
VtINcewAAAAJ:GtLg2Ama23sC
Cagan
Mechanical Engineering
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Data on human decision, feedback, and confidence during an artificial intelligence-assisted decision-making task
2023
Data in Brief 46, 108884, 2023
3
VtINcewAAAAJ:-FonjvnnhkoC
Cagan
Mechanical Engineering
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0.019002214074134827, -0.00929930154234171, 0.04047467187047005, 0.0037781265564262867, -0.029338156804442406 ]
Data on the Configuration Design of Internet-Connected Home Cooling Systems by Engineering Students
2018
Engineering Archive, 2018
0
VtINcewAAAAJ:U_HPUtbDl20C
Cagan
Mechanical Engineering
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Data on the Human Versus artificial intelligence process management experiment
2022
Data in Brief 41, 107917, 2022
5
VtINcewAAAAJ:9Nmd_mFXekcC
Cagan
Mechanical Engineering
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Data on the configuration design of internet-connected home cooling systems by engineering students
2017
Data in brief 14, 773-776, 2017
10
VtINcewAAAAJ:rO6llkc54NcC
Cagan
Mechanical Engineering
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Data on the design and operation of drones by both individuals and teams
2021
Data in Brief 36, 107008, 2021
15
VtINcewAAAAJ:g5m5HwL7SMYC
Cagan
Mechanical Engineering
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Data on the design of truss structures by teams of engineering students
2018
Data in brief 18, 160-163, 2018
15
VtINcewAAAAJ:LI9QrySNdTsC
Cagan
Mechanical Engineering
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Data-driven heuristic induction from human design behavior
2021
Journal of Computing and Information Science in Engineering 21 (2), 024501, 2021
13
VtINcewAAAAJ:ZfRJV9d4-WMC
Cagan
Mechanical Engineering
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-0.012663368135690689, 0.056092094630002975, 0.008444814011454582, 0.07816687226295471, 0.00485657062381506, 0.01412181742489338 ]
Decidual vasculopathy identification in whole slide images using multiresolution hierarchical convolutional neural networks
2020
The American Journal of Pathology 190 (10), 2111-2122, 2020
25
VtINcewAAAAJ:kzcrU_BdoSEC
Cagan
Mechanical Engineering
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Decision making in design for quality
1992
Carnegie Mellon University, 1992
1
VtINcewAAAAJ:PR6Y55bgFSsC
Cagan
Mechanical Engineering
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Decoding the agility of artificial intelligence-assisted human design teams
2022
Design Studies 79, 101094, 2022
48
VtINcewAAAAJ:_FM0Bhl9EiAC
Cagan
Mechanical Engineering
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