Jonathan Cagan - Publications

Affiliations: 
Carnegie Mellon University, Pittsburgh, PA 
Area:
Mechanical Engineering, Computer Science

105 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2020 Puentes L, Cagan J, McComb C. Data-Driven Heuristic Induction from Human Design Behavior Journal of Computing and Information Science in Engineering. 1-15. DOI: 10.1115/1.4048425  0.346
2020 Goucher-Lambert K, Gyory JT, Kotovsky K, Cagan J. Adaptive Inspirational Design Stimuli: Using Design Output to Computationally Search for Stimuli That Impact Concept Generation Journal of Mechanical Design. 142. DOI: 10.1115/1.4046077  0.422
2019 Puentes L, Cagan J, McComb C. Heuristic-Guided Solution Search Through a Two-Tiered Design Grammar Journal of Computing and Information Science in Engineering. 20. DOI: 10.1115/1.4044694  0.498
2019 Raina A, Cagan J, McComb C. Transferring Design Strategies From Human to Computer and Across Design Problems Journal of Mechanical Design. 141. DOI: 10.1115/1.4044258  0.475
2019 Raina A, McComb C, Cagan J. Learning to Design From Humans: Imitating Human Designers Through Deep Learning Journal of Mechanical Design. 141. DOI: 10.1115/1.4044256  0.44
2019 Gecer Ulu N, Messersmith M, Goucher-Lambert K, Cagan J, Kara LB. Wisdom of Microcrowds in Evaluating Solutions to Esoteric Engineering Problems Journal of Mechanical Design. 141. DOI: 10.1115/1.4042615  0.379
2019 Goucher-Lambert K, Cagan J. Crowdsourcing inspiration: Using crowd generated inspirational stimuli to support designer ideation Design Studies. 61: 1-29. DOI: 10.1016/J.Destud.2019.01.001  0.414
2019 Goucher-Lambert K, Moss J, Cagan J. A neuroimaging investigation of design ideation with and without inspirational stimuli—understanding the meaning of near and far stimuli Design Studies. 60: 1-38. DOI: 10.1016/J.Destud.2018.07.001  0.38
2018 McComb C, Cagan J, Kotovsky K. Data on the design of truss structures by teams of engineering students. Data in Brief. 18: 160-163. PMID 29896506 DOI: 10.1016/J.Dib.2018.02.078  0.427
2018 Whiting ME, Cagan J, LeDuc P. Efficient probabilistic grammar induction for design Artificial Intelligence For Engineering Design, Analysis and Manufacturing. 32: 177-188. DOI: 10.1017/S0890060417000464  0.411
2018 Gyory JT, Cagan J, Kotovsky K. Are you better off alone? Mitigating the underperformance of engineering teams during conceptual design through adaptive process management Research in Engineering Design. 30: 85-102. DOI: 10.1007/S00163-018-00303-3  0.433
2017 McComb C, Cagan J, Kotovsky K. Data on the configuration design of internet-connected home cooling systems by engineering students. Data in Brief. 14: 773-776. PMID 28948199 DOI: 10.1016/J.Dib.2017.08.050  0.405
2017 McComb C, Cagan J, Kotovsky K. Mining Process Heuristics From Designer Action Data via Hidden Markov Models Journal of Mechanical Design. 139. DOI: 10.1115/1.4037308  0.474
2017 Clymer DR, Cagan J, Beuth J. Power–Velocity Process Design Charts for Powder Bed Additive Manufacturing Journal of Mechanical Design. 139. DOI: 10.1115/1.4037302  0.345
2017 McComb C, Cagan J, Kotovsky K. Capturing Human Sequence-Learning Abilities in Configuration Design Tasks Through Markov Chains Journal of Mechanical Design. 139. DOI: 10.1115/1.4037185  0.415
2017 Goucher-Lambert K, Moss J, Cagan J. Inside the Mind: Using Neuroimaging to Understand Moral Product Preference Judgments Involving Sustainability Journal of Mechanical Design. 139. DOI: 10.1115/1.4035859  0.347
2017 McComb C, Cagan J, Kotovsky K. Optimizing Design Teams Based on Problem Properties: Computational Team Simulations and an Applied Empirical Test Journal of Mechanical Design. 139. DOI: 10.1115/1.4035793  0.434
2016 Egan P, Cagan J, Schunn C, Chiu F, Moore J, LeDuc P. The D3 Methodology: Bridging Science and Design for Bio-Based Product Development Journal of Mechanical Design, Transactions of the Asme. 138. DOI: 10.1115/1.4033751  0.364
2016 McComb C, Cagan J, Kotovsky K. Drawing Inspiration from Human Design Teams for Better Search and Optimization: The Heterogeneous Simulated Annealing Teams Algorithm Journal of Mechanical Design, Transactions of the Asme. 138. DOI: 10.1115/1.4032810  0.392
2015 McComb C, Cagan J, Kotovsky K. Studying human design teams via computational teams of simulated annealing agents Proceedings of the Asme Design Engineering Technical Conference. 7. DOI: 10.1115/DETC201546545  0.312
2015 Sylcott B, Michalek JJ, Cagan J. Exploring the Role of Interaction Effects in Visual Conjoint Analysis Journal of Mechanical Design, Transactions of the Asme. 137. DOI: 10.1115/1.4031054  0.33
2015 Dinar M, Shah JJ, Cagan J, Leifer L, Linsey J, Smith SM, Hernandez NV. Empirical Studies of Designer Thinking: Past, Present, and Future Journal of Mechanical Design, Transactions of the Asme. 137. DOI: 10.1115/1.4029025  0.434
2015 McComb C, Cagan J, Kotovsky K. Lifting the Veil: Drawing insights about design teams from a cognitively-inspired computational model Design Studies. 40: 119-142. DOI: 10.1016/J.Destud.2015.06.005  0.38
2015 Sio UN, Kotovsky K, Cagan J. Fixation or inspiration? A meta-analytic review of the role of examples on design processes Design Studies. 39: 70-99. DOI: 10.1016/J.Destud.2015.04.004  0.387
2015 McComb C, Cagan J, Kotovsky K. Rolling with the punches: An examination of team performance in a design task subject to drastic changes Design Studies. 36: 99-121. DOI: 10.1016/J.Destud.2014.10.001  0.435
2015 Egan P, Cagan J, Schunn C, LeDuc P. Synergistic human-agent methods for deriving effective search strategies: the case of nanoscale design Research in Engineering Design. 26: 145-169. DOI: 10.1007/S00163-015-0190-3  0.382
2014 Sylcott B, Cagan J. Modeling aggregate choice for form and function through metaconjoint analysis Journal of Mechanical Design, Transactions of the Asme. 136. DOI: 10.1115/1.4028274  0.355
2013 Cagan J, Dinar M, Shah JJ, Leifer L, Linsey J, Smith SM, Vargas-Hernandez N. Empirical studies of design thinking: Past, present, future Proceedings of the Asme Design Engineering Technical Conference. 5. DOI: 10.1115/DETC2013-13302  0.331
2013 Sylcott B, Cagan J, Tabibnia G. Understanding consumer tradeoffs between form and function through metaconjoint and cognitive neuroscience analyses Journal of Mechanical Design, Transactions of the Asme. 135. DOI: 10.1115/1.4024975  0.301
2013 Egan PF, Cagan J, Schunn C, LeDuc PR. Design of complex biologically based nanoscale systems using multi-agent simulations and structure-behavior-function representations Journal of Mechanical Design, Transactions of the Asme. 135. DOI: 10.1115/1.4024227  0.411
2013 Fu K, Cagan J, Kotovsky K, Wood K. Discovering structure in design databases through functional and surface based mapping Journal of Mechanical Design, Transactions of the Asme. 135. DOI: 10.1115/1.4023484  0.409
2013 Fu K, Chan J, Cagan J, Kotovsky K, Schunn C, Wood K. The meaning of near and far: The impact of structuring design databases and the effect of distance of analogy on design output Journal of Mechanical Design, Transactions of the Asme. 135. DOI: 10.1115/1.4023158  0.419
2013 Fu K, Chan J, Schunn C, Cagan J, Kotovsky K. Expert representation of design repository space: A comparison to and validation of algorithmic output Design Studies. 34: 729-762. DOI: 10.1016/J.Destud.2013.06.002  0.428
2012 Fu K, Chan J, Cagan J, Kotovsky K, Schunn H, Wood K. The meaning of "near" and "far": The impact of structuring design databases and the effect of distance of analogy on design output Proceedings of the Asme Design Engineering Technical Conference. 7: 877-888. DOI: 10.1115/DETC2012-70420  0.312
2011 Chan J, Fu K, Schunn C, Cagan J, Wood K, Kotovsky K. On the benefits and pitfalls of analogies for innovative design: Ideation performance based on analogical distance, commonness, and modality of examples Journal of Mechanical Design, Transactions of the Asme. 133. DOI: 10.1115/1.4004396  0.428
2011 Hanna Landry L, Cagan J. Search strategies in evolutionary multi-agent systems: The effect of cooperation and reward on solution quality Journal of Mechanical Design, Transactions of the Asme. 133. DOI: 10.1115/1.4004192  0.372
2011 Landry LH, Cagan J. Protocol-based multi-agent systems: Examining the effect of diversity, dynamism, and cooperation in heuristic optimization approaches Journal of Mechanical Design, Transactions of the Asme. 133. DOI: 10.1115/1.4003290  0.356
2011 Chakrabarti A, Shea K, Stone R, Cagan J, Campbell M, Hernandez NV, Wood KL. Computer-based design synthesis research: An overview Journal of Computing and Information Science in Engineering. 11. DOI: 10.1115/1.3593409  0.452
2011 Chan J, Fu K, Schunn C, Cagan J, Wood K, Kotovsky K. On the effective use of design-by-analogy: The influences of analogical distance and commonness of analogous designs on ideation performance Iced 11 - 18th International Conference On Engineering Design - Impacting Society Through Engineering Design. 7: 85-96.  0.318
2010 Fu K, Cagan J, Kotovsky K. Design team convergence: The influence of example solution quality Journal of Mechanical Design, Transactions of the Asme. 132. DOI: 10.1115/1.4002202  0.366
2010 Linsey JS, Tseng I, Fu K, Cagan J, Wood KL, Schunn C. A study of design fixation, its mitigation and perception in engineering design faculty Journal of Mechanical Design, Transactions of the Asme. 132: 0410031-04100312. DOI: 10.1115/1.4001110  0.448
2009 Tseng I, Moss J, Cagan J, Kotovsky K. Overcoming blocks in conceptual design: The effects of open goals and analogical similarity on idea generation 2008 Proceedings of the Asme International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, Detc 2008. 4: 3-9. DOI: 10.1115/DETC2008-49276  0.326
2009 Orsborn S, Cagan J. Multiagent shape grammar implementation: Automatically generating form concepts according to a preference function Journal of Mechanical Design, Transactions of the Asme. 131: 1210071-12100710. DOI: 10.1115/1.4000449  0.459
2009 Orsborn S, Cagan J, Boatwright P. Quantifying aesthetic form preference in a utility function 2008 Proceedings of the Asme International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, Detc 2008. 4: 397-407. DOI: 10.1115/1.3116260  0.411
2009 Olson J, Cagan J, Kotovsky K. Unlocking organizational potential: A computational platform for investigating structural interdependence in design Journal of Mechanical Design, Transactions of the Asme. 131: 0310011-03100113. DOI: 10.1115/1.3066501  0.434
2009 Hanna L, Cagan J. Evolutionary multi-agent systems: An adaptive and dynamic approach to optimization Journal of Mechanical Design, Transactions of the Asme. 131: 0110101-0110108. DOI: 10.1115/1.3013847  0.407
2009 Boatwright P, Cagan J, Kapur D, Saltiel A. A step-by-step process to build valued brands Journal of Product and Brand Management. 18: 38-49. DOI: 10.1108/10610420910933353  0.353
2009 Hanna L, Cagan J. Evolutionary multi-agent systems: An adaptive approach to optimization in dynamic environments 2008 Proceedings of the Asme International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, Detc 2008. 1: 480-488.  0.318
2009 Tseng I, Moss J, Cagan J, Kotovsky K. Overcoming blocks in conceptual design: The effects of open goals and analogical similarity on idea generation 2008 Proceedings of the Asme International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, Detc 2008. 4: 3-9.  0.326
2009 Linsey J, Tseng I, Fu K, Cagan J, Wood KL. Reducing and perceiving design fixation: Initial results from an NSF-sponsored workshop Ds 58-9: Proceedings of Iced 09, the 17th International Conference On Engineering Design. 9: 233-244.  0.304
2008 Tseng I, Moss J, Cagan J, Kotovsky K. The role of timing and analogical similarity in the stimulation of idea generation in design Design Studies. 29: 203-221. DOI: 10.1016/J.Destud.2008.01.003  0.419
2008 Orsborn S, Boatwright P, Cagan J. Identifying product shape relationships using principal component analysis Research in Engineering Design. 18: 163-180. DOI: 10.1007/S00163-007-0036-8  0.387
2008 Orsborn S, Cagan J, Boatwright P. A methodology for creating a statistically derived shape grammar composed of non-obvious shape chunks Research in Engineering Design. 18: 181-196. DOI: 10.1007/S00163-007-0035-9  0.408
2007 Cagan J. The cognition of engineering design-an opportunity of impact. Cognitive Science. 31: 193-5. PMID 21635294 DOI: 10.1080/15326900701221181  0.351
2007 Moss J, Kotovsky K, Cagan J. The influence of open goals on the acquisition of problem-relevant information. Journal of Experimental Psychology. Learning, Memory, and Cognition. 33: 876-91. PMID 17723066 DOI: 10.1037/0278-7393.33.5.876  0.311
2007 Aladahalli C, Cagan J, Shimada K. Objective function effect based pattern search - An implementation for 3D component layout Journal of Mechanical Design, Transactions of the Asme. 129: 255-265. DOI: 10.1115/1.2406096  0.335
2007 Aladahalli C, Cagan J, Shimada K. Objective function effect based pattern search - Theoretical framework inspired by 3D component layout Journal of Mechanical Design, Transactions of the Asme. 129: 243-254. DOI: 10.1115/1.2406095  0.319
2007 Cagan J. A look at the emerging science of innovation Artificial Intelligence For Engineering Design, Analysis and Manufacturing: Aiedam. 21: 13-14. DOI: 10.1017/S0890060407070060  0.361
2007 Moss J, Cagan J. Design ideas and impasses: The role of open goals Proceedings of Iced 2007, the 16th International Conference On Engineering Design 0.306
2006 McCormack JP, Cagan J. Curve-based shape matching: Supporting designers' hierarchies through parametric shape recognition of arbitrary geometry Environment and Planning B: Planning and Design. 33: 523-540. DOI: 10.1068/B31150  0.338
2005 Cagan J, Campbell MI, Finger S, Tomiyama T. A framework for computational design synthesis: Model and applications Journal of Computing and Information Science in Engineering. 5: 171-181. DOI: 10.1115/1.2013289  0.363
2004 Deshpande S, Cagan J. An Agent Based Optimization Approach to Manufacturing Process Planning Journal of Mechanical Design, Transactions of the Asme. 126: 46-55. DOI: 10.1115/1.1641186  0.356
2004 Yin S, Cagan J. Exploring the Effectiveness of Various Patterns in an Extended Pattern Search Layout Algorithm Journal of Mechanical Design, Transactions of the Asme. 126: 22-28. DOI: 10.1115/1.1641185  0.355
2004 Yin S, Cagan J, Hodges P. Layout Optimization of Shapeable Components With Extended Pattern Search Applied to Transmission Design Journal of Mechanical Design, Transactions of the Asme. 126: 188-191. DOI: 10.1115/1.1637663  0.366
2004 Olson JT, Cagan J. Interagent ties in team-based computational configuration design Artificial Intelligence For Engineering Design, Analysis and Manufacturing: Aiedam. 18: 135-152. DOI: 10.1017/S0890060404040107  0.376
2004 McCormack JP, Cagan J, Vogel CM. Speaking the Buick language: Capturing, understanding, and exploring brand identity with shape grammars Design Studies. 25: 1-29. DOI: 10.1016/S0142-694X(03)00023-1  0.354
2004 Moss J, Cagan J, Kotovsky K. Learning from design experience in an agent-based design system Research in Engineering Design. 15: 77-92. DOI: 10.1007/S00163-003-0042-4  0.42
2003 Campbell MI, Cagan J, Kotovsky K. The A-design approach to managing automated design synthesis Research in Engineering Design. 14: 12-24. DOI: 10.1007/S00163-002-0025-X  0.458
2002 McCormack JP, Cagan J. Supporting Designers' Hierarchies through Parametric Shape Recognition Environment and Planning B: Planning and Design. 29: 913-931. DOI: 10.1068/B12839  0.416
2002 McCormack JP, Cagan J. Designing inner hood panels through a shape grammar based framework Artificial Intelligence For Engineering Design, Analysis and Manufacturing: Aiedam. 16: 273-290. DOI: 10.1017/S089006040216402X  0.473
2002 Cagan J, Shimada K, Yin S. A survey of computational approaches to three-dimensional layout problems Cad Computer Aided Design. 34: 597-611. DOI: 10.1016/S0010-4485(01)00109-9  0.374
2002 Pugliese MJ, Cagan J. Capturing a rebel: Modeling the Harley-Davidson brand through a motorcycle shape grammar Research in Engineering Design. 13: 139-156. DOI: 10.1007/S00163-002-0013-1  0.397
2000 Yin S, Cagan J. An Extended Pattern Search Algorithm for Three-Dimensional Component Layout Journal of Mechanical Design. 122: 102-108. DOI: 10.1115/1.533550  0.361
2000 Campbell MI, Cagan J, Kotovsky K. Agent-based synthesis of electromechanical design configurations Journal of Mechanical Design, Transactions of the Asme. 122: 61-69. DOI: 10.1115/1.533546  0.496
2000 Agarwal M, Cagan J, Stiny G. A micro language: Generating MEMS resonators by using a coupled form - function shape grammar Environment and Planning B: Planning and Design. 27: 615-626. DOI: 10.1068/B2619  0.317
2000 Agarwal M, Cagan J. On the use of shape grammars as expert systems for geometry-based engineering design Artificial Intelligence For Engineering Design, Analysis and Manufacturing: Aiedam. 14: 431-439. DOI: 10.1017/S089006040014507X  0.406
1999 Agarwal M, Cagan J, Constantine KG. Influencing generative design through continuous evaluation: Associating costs with the coffeemaker shape grammar Artificial Intelligence For Engineering Design, Analysis and Manufacturing: Aiedam. 13: 253-275. DOI: 10.1017/S0890060499134024  0.435
1999 Shea K, Cagan J. Languages and semantics of grammatical discrete structures Artificial Intelligence For Engineering Design, Analysis and Manufacturing: Aiedam. 13: 241-251. DOI: 10.1017/S0890060499134012  0.469
1999 Shea K, Cagan J. The design of novel roof trusses with shape annealing: Assessing the ability of a computational method in aiding structural designers with varying design intent Design Studies. 20: 3-23. DOI: 10.1016/S0142-694X(98)00019-2  0.474
1999 Campbell MI, Cagan J, Kotovsky K. A-Design: An agent-based approach to conceptual design in a dynamic environment Research in Engineering Design - Theory, Applications, and Concurrent Engineering. 11: 172-192. DOI: 10.1007/S001630050013  0.468
1998 Szykman S, Cagan J, Weisser P. An Integrated Approach to Optimal Three Dimensional Layout and Routing Journal of Mechanical Design. 120: 510-512. DOI: 10.1115/1.2829180  0.404
1998 Schmidt LC, Cagan J. Optimal configuration design: An integrated approach using grammars Journal of Mechanical Design, Transactions of the Asme. 120: 2-8. DOI: 10.1115/1.2826672  0.463
1998 Agarwal M, Cagan J. A blend of different tastes: The language of coffeemakers Environment and Planning B: Planning and Design. 25: 205-226. DOI: 10.1068/B250205  0.37
1998 Cagan J, Degentesh D, Yin S. A Simulated Annealing-Based Algorithm Using Hierarchical Models for General Three Dimensional Component Layout Computer-Aided Design. 30: 781-790. DOI: 10.1016/S0010-4485(98)00036-0  0.372
1997 Szykman S, Cagan J. Constrained three-dimensional component layout using simulated annealing Journal of Mechanical Design, Transactions of the Asme. 119: 28-35. DOI: 10.1115/1.2828785  0.361
1997 Shea K, Cagan J, Fenves SJ. A shape annealing approach to optimal truss design with dynamic grouping of members Journal of Mechanical Design, Transactions of the Asme. 119: 388-394. DOI: 10.1115/1.2826360  0.377
1997 Campbell MI, Amon CH, Cagan J. Optimal Three-Dimensional Placement of Heat Generating Electronic Components Journal of Electronic Packaging, Transactions of the Asme. 119: 106-113. DOI: 10.1115/1.2792210  0.303
1997 Shea K, Cagan J. Innovative dome design: Applying geodesic patterns with shape annealing Artificial Intelligence For Engineering Design, Analysis and Manufacturing: Aiedam. 11: 379-394. DOI: 10.1017/S0890060400003310  0.481
1997 Brown KN, Cagan J. Optimized process planning by generative simulated annealing Artificial Intelligence For Engineering Design, Analysis and Manufacturing: Aiedam. 11: 219-235. DOI: 10.1017/S0890060400003140  0.326
1997 Cagan J, Grossmann IE, Hooker J. A conceptual framework for combining artificial intelligence and optimization in engineering design Research in Engineering Design. 9: 20-34. DOI: 10.1007/Bf01607055  0.447
1997 Schmidt LC, Cagan J. GGREADA: A graph grammar-based machine design algorithm Research in Engineering Design - Theory, Applications, and Concurrent Engineering. 9: 195-213. DOI: 10.1007/Bf01589682  0.437
1997 Cagan J, Grossmann IE, Hooker J. A conceptual framework for combining artificial intelligence and optimization in engineering design Research in Engineering Design - Theory, Applications, and Concurrent Engineering. 9: 20-34.  0.307
1996 Szykman S, Cagan J. Synthesis of optimal nonorthogonal routes Journal of Mechanical Design, Transactions of the Asme. 118: 419-424. DOI: 10.1115/1.2826902  0.363
1996 Williams BC, Cagan J. Activity analysis: Simplifying optimal design problems through qualitative partitioning Engineering Optimization. 27: 109-137. DOI: 10.1080/03052159608941402  0.398
1995 Reddy G, Cagan J. Improved shape annealing algorithm for truss topology generation Journal of Mechanical Design, Transactions of the Asme. 117: 315-321. DOI: 10.1115/1.2826141  0.34
1995 Szykman S, Cagan J. Simulated annealing-based approach to three-dimensional component packing Journal of Mechanical Design, Transactions of the Asme. 117: 308-314. DOI: 10.1115/1.2826140  0.349
1995 Reddy GM, Cagan J. Optimally directed truss topology generation using shape annealing Journal of Mechanical Design, Transactions of the Asme. 117: 206-209. DOI: 10.1115/1.2826110  0.345
1995 Schmidt LC, Cagan J. Recursive annealing: A computational model for machine design Research in Engineering Design. 7: 102-125. DOI: 10.1007/Bf01606905  0.493
1994 Cagan J. Shape annealing solution to the constrained geometric knapsack problem Computer-Aided Design. 26: 763-770. DOI: 10.1016/0010-4485(94)90014-0  0.396
1993 Cagan J, Mitchell WJ. Optimally directed shape generation by shape annealing Environment and Planning B: Planning and Design. 20: 5-12. DOI: 10.1068/B200005  0.363
1992 Aelion V, Cagan J, Powers GJ. Input Variable Expansion: An algorithmic design generation technique Research in Engineering Design. 4: 101-113. DOI: 10.1007/Bf01580148  0.462
1991 Cagan J, Agogino AM. Inducing constraint activity in innovative design Artificial Intelligence For Engineering, Design, Analysis and Manufacturing. 5: 47-61. DOI: 10.1017/S0890060400002535  0.413
1991 Aelion V, Cagan J, Powers G. Inducing optimally directed innovative designs from chemical engineering first principles Computers and Chemical Engineering. 15: 619-627. DOI: 10.1016/0098-1354(91)87023-3  0.493
1991 Cagan J, Agogino AM. Dimensional Variable Expansion-A formal approach to innovative design Research in Engineering Design. 3: 75-85. DOI: 10.1007/Bf01581341  0.438
1987 Cagan J, Agogino AM. Innovative design of mechanical structures from first principles Artificial Intelligence For Engineering, Design, Analysis and Manufacturing. 1: 169-189. DOI: 10.1017/S0890060400000275  0.496
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