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How to become innovative | 2013 | FT Press, 2013 | 11 | VtINcewAAAAJ:xtRiw3GOFMkC | Cagan | Mechanical Engineering | [
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Human Designers' Dynamic Confidence and Decision-Making When Working With More Than One Artificial Intelligence | 2024 | Journal of Mechanical Design 146 (8), 2024 | 4 | VtINcewAAAAJ:w0F2JDEymm0C | Cagan | Mechanical Engineering | [
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Human and computational approaches for design problem-solving | 2016 | Experimental Design Research: Approaches, Perspectives, Applications, 187-205, 2016 | 27 | VtINcewAAAAJ:q-HalDI95KYC | Cagan | Mechanical Engineering | [
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Human confidence in artificial intelligence and in themselves: The evolution and impact of confidence on adoption of AI advice | 2022 | Computers in Human Behavior 127, 107018, 2022 | 217 | VtINcewAAAAJ:lSLTfruPkqcC | Cagan | Mechanical Engineering | [
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Human versus artificial intelligence: A data-driven approach to real-time process management during complex engineering design | 2022 | Journal of Mechanical Design 144 (2), 021405, 2022 | 50 | VtINcewAAAAJ:pyW8ca7W8N0C | Cagan | Mechanical Engineering | [
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INFLUENCE OF INSPECTION STRATEGY ON MANUFACTURING PROCESS SELECTION | 1994 | Concurrent Product Design: Presented at 1994 International Mechanical …, 1994 | 0 | VtINcewAAAAJ:IaI1MmNe2tcC | Cagan | Mechanical Engineering | [
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Identifying product shape relationships using principal component analysis | 2008 | Research in Engineering Design 18, 163-180, 2008 | 52 | VtINcewAAAAJ:sSrBHYA8nusC | Cagan | Mechanical Engineering | [
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Impossible by design? Fairness, strategy, and Arrow’s impossibility theorem | 2017 | Design Science 3, e2, 2017 | 22 | VtINcewAAAAJ:u9iWguZQMMsC | Cagan | Mechanical Engineering | [
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Improving human understanding and design of complex multi-level systems with animation and parametric relationship supports | 2015 | Design Science 1, e3, 2015 | 13 | VtINcewAAAAJ:4MWp96NkSFoC | Cagan | Mechanical Engineering | [
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Incorporating Cognitive Principles into a Computational Engineering Design Methodology | null | 0 | VtINcewAAAAJ:4fGpz3EwCPoC | Cagan | Mechanical Engineering | [
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|
Increasing the scope of implemented shape grammars: a shape grammar interpreter for curved shapes | 2003 | International Design Engineering Technical Conferences and Computers and …, 2003 | 10 | VtINcewAAAAJ:3fE2CSJIrl8C | Cagan | Mechanical Engineering | [
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Independence or Interaction? Understanding the Benefits and Limitations of Nominally Inspired and Interacting Sub-Structured Teams in a Virtual and Interdisciplinary … | 2023 | Journal of Mechanical Design 145 (5), 051405, 2023 | 3 | VtINcewAAAAJ:OR75R8vi5nAC | Cagan | Mechanical Engineering | [
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Inducing Vascular Grammars for Anomaly Classification in Brain Angiograms | 2022 | Journal of Engineering and Science in Medical Diagnostics and Therapy 5 (2 …, 2022 | 2 | VtINcewAAAAJ:bEWYMUwI8FkC | Cagan | Mechanical Engineering | [
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Inducing constraint activity in innovative design | 1991 | AI EDAM 5 (1), 47-61, 1991 | 32 | VtINcewAAAAJ:2P1L_qKh6hAC | Cagan | Mechanical Engineering | [
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Inducing optimally directed innovative designs from chemical engineering first principles | 1991 | Computers & chemical engineering 15 (9), 619-627, 1991 | 19 | VtINcewAAAAJ:ns9cj8rnVeAC | Cagan | Mechanical Engineering | [
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Industrial quality: a missing economic variable | 1992 | Carnegie Mellon University, 1992 | 0 | VtINcewAAAAJ:p2g8aNsByqUC | Cagan | Mechanical Engineering | [
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Influencing generative design through continuous evaluation: Associating costs with the coffeemaker shape grammar | 1999 | AI EDAM 13 (4), 253-275, 1999 | 74 | VtINcewAAAAJ:QYdC8u9Cj1oC | Cagan | Mechanical Engineering | [
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Innovative design of mechanical structures from first principles | 1987 | AI EDAM 1 (3), 169-189, 1987 | 104 | VtINcewAAAAJ:YOwf2qJgpHMC | Cagan | Mechanical Engineering | [
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Innovative dome design: Applying geodesic patterns with shape annealing | 1997 | AI EDAM 11 (5), 379-394, 1997 | 159 | VtINcewAAAAJ:vRqMK49ujn8C | Cagan | Mechanical Engineering | [
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Input Variable Expansion: An algorithmic design generation technique | 1992 | Research in Engineering Design 4, 101-113, 1992 | 15 | VtINcewAAAAJ:fEOibwPWpKIC | Cagan | Mechanical Engineering | [
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Input variable expansion: a formal innovative design generation technique | 1991 | Carnegie Mellon University, 1991 | 1 | VtINcewAAAAJ:IWHjjKOFINEC | Cagan | Mechanical Engineering | [
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Inside the mind: using neuroimaging to understand moral product preference judgments involving sustainability | 2017 | Journal of Mechanical Design 139 (4), 041103, 2017 | 64 | VtINcewAAAAJ:RGFaLdJalmkC | Cagan | Mechanical Engineering | [
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Inspired internal search: using neuroimaging to understand design ideation and concept generation with inspirational stimuli | 2018 | International Design Engineering Technical Conferences and Computers and …, 2018 | 13 | VtINcewAAAAJ:BzfGm06jWhQC | Cagan | Mechanical Engineering | [
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Integrated new product development | 2005 | Design process improvement: A review of current practice, 386-403, 2005 | 7 | VtINcewAAAAJ:FAceZFleit8C | Cagan | Mechanical Engineering | [
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Integrating Design Thinking into the Strategic Planning Phase of Product Development | 2002 | Proceedings of 2002 IDSA Design Education Conference, Industrial Designers …, 2002 | 2 | VtINcewAAAAJ:lvd772isFD0C | Cagan | Mechanical Engineering | [
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Interagent ties in team-based computational configuration design | 2004 | AI EDAM 18 (2), 135-152, 2004 | 23 | VtINcewAAAAJ:kNdYIx-mwKoC | Cagan | Mechanical Engineering | [
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Internet-connected storage container and system and method of dispensing articles | 2020 | US Patent 10,836,545, 2020 | 0 | VtINcewAAAAJ:3s1wT3WcHBgC | Cagan | Mechanical Engineering | [
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Interpreting Cultural Artifacts | 2007 | DS 42: Proceedings of ICED 2007, the 16th International Conference on …, 2007 | 2 | VtINcewAAAAJ:j3f4tGmQtD8C | Cagan | Mechanical Engineering | [
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Interrupted: The roles of distributed effort and incubation in preventing fixation and generating problem solutions | 2017 | Memory & Cognition 45, 553-565, 2017 | 32 | VtINcewAAAAJ:a3BOlSfXSfwC | Cagan | Mechanical Engineering | [
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Is It Human or Is It Artificial Intelligence? Discerning the Impact and Effectiveness of Process Managers Based on the Manager's Identity | 2022 | Proceedings of the Design Society 2, 1579-1588, 2022 | 2 | VtINcewAAAAJ:AXPGKjj_ei8C | Cagan | Mechanical Engineering | [
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Joel Chan | null | 0 | VtINcewAAAAJ:JoZmwDi-zQgC | Cagan | Mechanical Engineering | [
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|
Journal of applied research in memory and cognition | 2017 | J Appl Res Mem Cogn 6 (4), 486-495, 2017 | 1 | VtINcewAAAAJ:LPtt_HFRSbwC | Cagan | Mechanical Engineering | [
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June editorial | 2008 | 6 | VtINcewAAAAJ:DJbcl8HfkQkC | Cagan | Mechanical Engineering | [
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|
Kehitä kärkituote: Ideasta innovaatioksi | 2003 | Talentum, 2003 | 83 | VtINcewAAAAJ:YsMSGLbcyi4C | Cagan | Mechanical Engineering | [
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Knowledge representation in engineering design: an initial investigation | 2013 | Proceedings of the 25th Annual Cognitive Science Society, 1386-1386, 2013 | 2 | VtINcewAAAAJ:_Ybze24A_UAC | Cagan | Mechanical Engineering | [
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Languages and semantics of grammatical | 1999 | 0 | VtINcewAAAAJ:LgRImbQfgY4C | Cagan | Mechanical Engineering | [
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|
Languages and semantics of grammatical discrete structures | 1999 | Ai Edam 13 (4), 241-251, 1999 | 121 | VtINcewAAAAJ:i2xiXl-TujoC | Cagan | Mechanical Engineering | [
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Large deflection stability of spherical shells with ring loads | 1986 | 15 | VtINcewAAAAJ:d1gkVwhDpl0C | Cagan | Mechanical Engineering | [
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Layout Optimization of Shapeable Components With Extended Pattern Search Applied to Transmission | null | 0 | VtINcewAAAAJ:uLbwQdceFCQC | Cagan | Mechanical Engineering | [
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|
Layout of an automobile transmission using three-dimensional shapeable components | 1999 | International Design Engineering Technical Conferences and Computers and …, 1999 | 11 | VtINcewAAAAJ:Aul-kAQHnToC | Cagan | Mechanical Engineering | [
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Layout optimization of shapeable components with extended pattern search applied to transmission design | 2004 | J. Mech. Des. 126 (1), 188-191, 2004 | 25 | VtINcewAAAAJ:3htObqc8RwsC | Cagan | Mechanical Engineering | [
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Learning Proficient Behavior With Computational Agents in Engineering Configuration Design | 2025 | Journal of Mechanical Design 147 (2), 2025 | 0 | VtINcewAAAAJ:eO3_k5sD8BwC | Cagan | Mechanical Engineering | [
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Learning from design experience in an agent-based design system | 2004 | Research in Engineering Design 15, 77-92, 2004 | 50 | VtINcewAAAAJ:yxmsSjX2EkcC | Cagan | Mechanical Engineering | [
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Learning from design experience: Todo/Taboo guidance | 2001 | Proceedings of the 2001 Proceedings of the 2001 ASME Design Engineering …, 2001 | 12 | VtINcewAAAAJ:zYLM7Y9cAGgC | Cagan | Mechanical Engineering | [
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Learning stylistic desires and generating preferred designs of consumers using neural networks and genetic algorithms | 2011 | International Design Engineering Technical Conferences and Computers and …, 2011 | 12 | VtINcewAAAAJ:tuHXwOkdijsC | Cagan | Mechanical Engineering | [
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Learning to design from humans: Imitating human designers through deep learning | 2019 | Journal of Mechanical Design 141 (11), 111102, 2019 | 120 | VtINcewAAAAJ:70eg2SAEIzsC | Cagan | Mechanical Engineering | [
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Learning to design without prior data: Discovering generalizable design strategies using deep learning and tree search | 2023 | Journal of Mechanical Design 145 (3), 031402, 2023 | 18 | VtINcewAAAAJ:NMxIlDl6LWMC | Cagan | Mechanical Engineering | [
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Lifting the Veil: Drawing insights about design teams from a cognitively-inspired computational model | 2015 | Design Studies 40, 119-142, 2015 | 121 | VtINcewAAAAJ:vbGhcppDl1QC | Cagan | Mechanical Engineering | [
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Linking Properties of Design Problems to Optimal Team Characteristics | 2016 | International Design Engineering Technical Conferences and Computers and …, 2016 | 10 | VtINcewAAAAJ:xtoqd-5pKcoC | Cagan | Mechanical Engineering | [
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MJ Pugliese, J. Cagan: Capturing a rebel. | 2002 | Research in Engineering Design 13 (3), 2002 | 0 | VtINcewAAAAJ:CB2v5VPnA5kC | Cagan | Mechanical Engineering | [
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Measurement of headlight form preference using a choice based conjoint analysis | 2007 | International Design Engineering Technical Conferences and Computers and …, 2007 | 36 | VtINcewAAAAJ:5Ul4iDaHHb8C | Cagan | Mechanical Engineering | [
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Measures | 2020 | OSF, 2020 | 0 | VtINcewAAAAJ:mUJArPsKIAAC | Cagan | Mechanical Engineering | [
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Meta-Design: Reflections on a graduate course in design theory and methodology | 1989 | Design Theory’88: Proceedings of the 1988 NSF Grantee Workshop on Design …, 1989 | 6 | VtINcewAAAAJ:5icHVeHT4IsC | Cagan | Mechanical Engineering | [
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Method and Apparatus for Quantifying Aesthetic Preferences in Product Design Using Production Rules | 2009 | US Patent App. 12/226,716, 2009 | 5 | VtINcewAAAAJ:IRz6iEL74y4C | Cagan | Mechanical Engineering | [
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Method for object detection using hierarchical deep learning | 2024 | US Patent 11,893,811, 2024 | 2 | VtINcewAAAAJ:t6usbXjVLHcC | Cagan | Mechanical Engineering | [
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Method for object detection using hierarchical deep learning | 2022 | US Patent 11,367,189, 2022 | 1 | VtINcewAAAAJ:UebtZRa9Y70C | Cagan | Mechanical Engineering | [
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Method for object detection using hierarchical deep learning | 2024 | US Patent App. 18/391,820, 2024 | 0 | VtINcewAAAAJ:5bg8sr1QxYwC | Cagan | Mechanical Engineering | [
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] |
Method of optimizing component layout using a hierarchical series of models | 1998 | US Patent 5,825,660, 1998 | 87 | VtINcewAAAAJ:u-x6o8ySG0sC | Cagan | Mechanical Engineering | [
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Method of optimizing component layout using a pattern based search | 1999 | US Patent 5,953,517, 1999 | 14 | VtINcewAAAAJ:uDGL6kOW6j0C | Cagan | Mechanical Engineering | [
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Minimum Height Packing for Layered Manufacturing Using an Extended Pattern Search Algorithm | 2003 | International Design Engineering Technical Conferences and Computers and …, 2003 | 10 | VtINcewAAAAJ:BrmTIyaxlBUC | Cagan | Mechanical Engineering | [
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Mining process heuristics from designer action data via hidden Markov models | 2017 | Journal of Mechanical Design 139 (11), 111412, 2017 | 75 | VtINcewAAAAJ:SeFeTyx0c_EC | Cagan | Mechanical Engineering | [
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] |
Mixed Reality Combination System | 2024 | US Patent App. 18/284,674, 2024 | 0 | VtINcewAAAAJ:BrOSOlqYqPUC | Cagan | Mechanical Engineering | [
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Modeling a strategic human engineering design process: Human-inspired heuristic guidance through learned visual design agents | 2020 | Proceedings of the Design Society: DESIGN Conference 1, 355-364, 2020 | 17 | VtINcewAAAAJ:kz9GbA2Ns4gC | Cagan | Mechanical Engineering | [
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Modeling aggregate choice for form and function through metaconjoint analysis | 2014 | Journal of Mechanical Design 136 (12), 124501, 2014 | 7 | VtINcewAAAAJ:g3aElNc5_aQC | Cagan | Mechanical Engineering | [
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Multi-stage optimization of wind farms with limiting factors | 2013 | International Design Engineering Technical Conferences and Computers and …, 2013 | 8 | VtINcewAAAAJ:OP4eGU-M3BUC | Cagan | Mechanical Engineering | [
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Multiagent shape grammar implementation: automatically generating form concepts according to a preference function | 2009 | 67 | VtINcewAAAAJ:8d8msizDQcsC | Cagan | Mechanical Engineering | [
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|
Objective Function Based Pattern Search: A Computationally Efficient Algorithm For 3D Component Layout | 2004 | International Design Engineering Technical Conferences and Computers and …, 2004 | 2 | VtINcewAAAAJ:abG-DnoFyZgC | Cagan | Mechanical Engineering | [
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Objective function effect based pattern search—an implementation for 3D component layout | 2007 | 25 | VtINcewAAAAJ:AXkvAH5U_nMC | Cagan | Mechanical Engineering | [
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|
Objective function effect based pattern search—theoretical framework inspired by 3D component layout | 2007 | 66 | VtINcewAAAAJ:P7Ujq4OLJYoC | Cagan | Mechanical Engineering | [
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|
On the benefits and pitfalls of analogies for innovative design: Ideation performance based on analogical distance, commonness, and modality of examples | 2011 | 384 | VtINcewAAAAJ:NXb4pA-qfm4C | Cagan | Mechanical Engineering | [
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|
On the effective use of design-by-analogy: The influences of analogical distance and commonness of analogous designs on ideation performance | 2011 | DS 68-7: Proceedings of the 18th International Conference on Engineering …, 2011 | 11 | VtINcewAAAAJ:F9fV5C73w3QC | Cagan | Mechanical Engineering | [
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On the use of shape grammars as expert systems for geometry-based engineering design | 2000 | AI EDAM 14 (5), 431-439, 2000 | 61 | VtINcewAAAAJ:-7ulzOJl1JYC | Cagan | Mechanical Engineering | [
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Only as strong as the strongest link: The impact of individual team member proficiency in configuration design | 2020 | International Design Engineering Technical Conferences and Computers and …, 2020 | 4 | VtINcewAAAAJ:738O_yMBCRsC | Cagan | Mechanical Engineering | [
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Only as strong as the strongest link: the relative contribution of individual team member proficiency in configuration design | 2021 | Journal of Mechanical Design 143 (8), 081402, 2021 | 23 | VtINcewAAAAJ:Fu2w8maKXqMC | Cagan | Mechanical Engineering | [
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Optimal Three-Dimensional Placement of Heat Generating Electronic Components ‘ | null | 0 | VtINcewAAAAJ:IjCSPb-OGe4C | Cagan | Mechanical Engineering | [
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|
Optimal configuration design: an integrated approach using grammars | 1998 | 108 | VtINcewAAAAJ:K3LRdlH-MEoC | Cagan | Mechanical Engineering | [
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|
Optimal design for tolerance and manufacturing allocation | 1991 | Carnegie Mellon University, 1991 | 8 | VtINcewAAAAJ:TIZ-Mc8IlK0C | Cagan | Mechanical Engineering | [
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Optimal three-dimensional placement of heat generating electronic components | 1997 | 51 | VtINcewAAAAJ:ALROH1vI_8AC | Cagan | Mechanical Engineering | [
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|
Optimal tolerance allocation for improved productivity | 1992 | IFAC Proceedings Volumes 25 (8), 211-218, 1992 | 15 | VtINcewAAAAJ:ldfaerwXgEUC | Cagan | Mechanical Engineering | [
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Optimal tolerance allocation over multiple manufacturing alternatives | 1992 | International Design Engineering Technical Conferences and Computers and …, 1992 | 59 | VtINcewAAAAJ:Tiz5es2fbqcC | Cagan | Mechanical Engineering | [
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Optimally directed shape generation by shape annealing | 1993 | Environment and Planning B: Planning and Design 20 (1), 5-12, 1993 | 133 | VtINcewAAAAJ:u-coK7KVo8oC | Cagan | Mechanical Engineering | [
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Optimally directed truss topology generation using shape annealing | 1995 | TRANSACTIONS-AMERICAN SOCIETY OF MECHANICAL ENGINEERS JOURNAL OF MECHANICAL …, 1995 | 35 | VtINcewAAAAJ:eMMeJKvmdy0C | Cagan | Mechanical Engineering | [
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Optimally directed truss topology generation using shape annealing | 1993 | International Design Engineering Technical Conferences and Computers and …, 1993 | 16 | VtINcewAAAAJ:Y0pCki6q_DkC | Cagan | Mechanical Engineering | [
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Optimally-Directed Innovative Design | 1989 | Design Theory’88: Proceedings of the 1988 NSF Grantee Workshop on Design …, 1989 | 0 | VtINcewAAAAJ:QD3KBmkZPeQC | Cagan | Mechanical Engineering | [
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Optimization of wind farm layout and wind turbine geometry using a multi-level extended pattern search algorithm that accounts for variation in wind shear profile shape | 2012 | International Design Engineering Technical Conferences and Computers and …, 2012 | 28 | VtINcewAAAAJ:FiytvqdAVhgC | Cagan | Mechanical Engineering | [
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Optimized process planning by generative simulated annealing | 1997 | AI EDAM 11 (3), 219-235, 1997 | 64 | VtINcewAAAAJ:yqoGN6RLRZoC | Cagan | Mechanical Engineering | [
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Optimizing design teams based on problem properties: computational team simulations and an applied empirical test | 2017 | Journal of Mechanical Design 139 (4), 041101, 2017 | 90 | VtINcewAAAAJ:kuK5TVdYjLIC | Cagan | Mechanical Engineering | [
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Overcoming blocks in conceptual design: the effects of open goals and analogical similarity on idea generation | 2008 | International Design Engineering Technical Conferences and Computers and …, 2008 | 23 | VtINcewAAAAJ:XD-gHx7UXLsC | Cagan | Mechanical Engineering | [
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PLASHTRAN: an expert consultant on two-dimensional finite element modeling techniques | 1987 | Engineering with Computers 2, 199-208, 1987 | 79 | VtINcewAAAAJ:_xSYboBqXhAC | Cagan | Mechanical Engineering | [
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Packing of generic, three-dimensional components based on multi-resolution modeling | 1996 | International Design Engineering Technical Conferences and Computers and …, 1996 | 52 | VtINcewAAAAJ:Wp0gIr-vW9MC | Cagan | Mechanical Engineering | [
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Parametric shape grammar interpreter | 2008 | US Patent 7,415,156, 2008 | 13 | VtINcewAAAAJ:D_sINldO8mEC | Cagan | Mechanical Engineering | [
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] |
Parametric shape grammar interpreter | 2006 | US Patent 7,050,051, 2006 | 3 | VtINcewAAAAJ:0EnyYjriUFMC | Cagan | Mechanical Engineering | [
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|
Pattern search algorithm for component layout | 2006 | US Patent App. 11/254,842, 2006 | 14 | VtINcewAAAAJ:XoXfffV-tXoC | Cagan | Mechanical Engineering | [
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Power–velocity process design charts for powder bed additive manufacturing | 2017 | Journal of Mechanical Design 139 (10), 100907, 2017 | 51 | VtINcewAAAAJ:MLfJN-KU85MC | Cagan | Mechanical Engineering | [
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Probing Why Nature may Favor Heterogeneous Myosin Systems through Single Molecule and Systems Level Approaches | 2013 | Biophysical Journal 104 (2), 496a, 2013 | 0 | VtINcewAAAAJ:zA6iFVUQeVQC | Cagan | Mechanical Engineering | [
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Protocol-Based Multi-Agent Systems: Examining the Effect of Diversity, Dynamism, and Cooperation in Heuristic Optimization Approaches | 2010 | International Design Engineering Technical Conferences and Computers and …, 2010 | 4 | VtINcewAAAAJ:kh2fBNsKQNwC | Cagan | Mechanical Engineering | [
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Protocol-based multi-agent systems: examining the effect of diversity, dynamism, and cooperation in heuristic optimization approaches | 2011 | 28 | VtINcewAAAAJ:6ZxmRoH8BuwC | Cagan | Mechanical Engineering | [
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Protocol~-Based Multi-Agent Systems: Examining the Effect of~ Diversity, Dynamism, and Cooperation in Heuristic Optimization Approaches | null | 0 | VtINcewAAAAJ:fbc8zXXH2BUC | Cagan | Mechanical Engineering | [
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