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2020 – today
- 2024
[i7]Yu-Hsuan Chen, Levent Burak Kara, Jonathan Cagan:
Curve-based Neural Style Transfer. CoRR abs/2401.08579 (2024)- [i6]Yu-Hsuan Chen, Jonathan Cagan, Levent Burak Kara:
VIRL: Volume-Informed Representation Learning towards Few-shot Manufacturability Estimation. CoRR abs/2406.12286 (2024) - 2023
- [j29]Guanglu Zhang
, Leah Chong, Kenneth Kotovsky, Jonathan Cagan:
Trust in an AI versus a Human teammate: The effects of teammate identity and performance on Human-AI cooperation. Comput. Hum. Behav. 139: 107536 (2023) - [j28]Guanglu Zhang, Douglas L. Allaire, Jonathan Cagan:
Reducing the Search Space for Global Minimum: A Focused Regions Identification Method for Least Squares Parameter Estimation in Nonlinear Models. J. Comput. Inf. Sci. Eng. 23(2) (2023) - [j27]Ernest Kabuye, Philip R. Leduc, Jonathan Cagan:
A mixed reality system combining augmented reality, 3D bio-printed physical environments and inertial measurement unit sensors for task planning. Virtual Real. 27(3): 1845-1858 (2023) - [i5]Yu-Hsuan Chen, Levent Burak Kara, Jonathan Cagan:
Automating Style Analysis and Visualization With Explainable AI - Case Studies on Brand Recognition. CoRR abs/2306.03021 (2023) - 2022
- [j26]Leah Chong, Guanglu Zhang, Kosa Goucher-Lambert, Kenneth Kotovsky, Jonathan Cagan:
Human confidence in artificial intelligence and in themselves: The evolution and impact of confidence on adoption of AI advice. Comput. Hum. Behav. 127: 107018 (2022) - [i4]Ayush Raina, Jonathan Cagan, Christopher McComb:
Learning to design without prior data: Discovering generalizable design strategies using deep learning and tree search. CoRR abs/2211.15068 (2022) - 2021
- [j25]Alparslan Emrah Bayrak, Christopher McComb, Jonathan Cagan, Kenneth Kotovsky:
A strategic decision-making architecture toward hybrid teams for dynamic competitive problems. Decis. Support Syst. 144: 113490 (2021) - [j24]Lucas Puentes, Jonathan Cagan, Christopher McComb:
Data-Driven Heuristic Induction From Human Design Behavior. J. Comput. Inf. Sci. Eng. 21(2) (2021) - [j23]Guanglu Zhang, Douglas L. Allaire, Jonathan Cagan:
Taking the Guess Work Out of the Initial Guess: A Solution Interval Method for Least-Squares Parameter Estimation in Nonlinear Models. J. Comput. Inf. Sci. Eng. 21(2) (2021) - [i3]Ayush Raina, Lucas Puentes, Jonathan Cagan, Christopher McComb:
Goal-Directed Design Agents: Integrating Visual Imitation with One-Step Lookahead Optimization for Generative Design. CoRR abs/2110.03223 (2021) - [i2]Ayush Raina, Jonathan Cagan, Christopher McComb:
Design Strategy Network: A deep hierarchical framework to represent generative design strategies in complex action spaces. CoRR abs/2110.03760 (2021) - 2020
- [j22]Lucas Puentes, Jonathan Cagan, Christopher McComb:
Heuristic-Guided Solution Search Through a Two-Tiered Design Grammar. J. Comput. Inf. Sci. Eng. 20(1) (2020)
2010 – 2019
- 2019
- [i1]Ayush Raina, Christopher McComb, Jonathan Cagan:
Learning to design from humans: Imitating human designers through deep learning. CoRR abs/1907.11813 (2019) - 2018
- [j21]Mark E. Whiting, Jonathan Cagan, Philip R. Leduc:
Efficient probabilistic grammar induction for design. Artif. Intell. Eng. Des. Anal. Manuf. 32(2): 177-188 (2018) - 2015
- [j20]Paul Egan, Jeffrey Moore, Christian D. Schunn, Jonathan Cagan, Philip R. Leduc:
Emergent Systems Energy Laws for Predicting Myosin Ensemble Processivity. PLoS Comput. Biol. 11(4) (2015) - 2014
- [c8]Paul Egan, Christian D. Schunn, Jonathan Cagan, Philip R. Leduc:
Surprisingly Stochastic: Learning and Application of Emergent Behavior Using Interactive Simulations of Nano-Mechanical Biological Systems. CogSci 2014 - [c7]Ut Na Sio, Kenneth Kotovsky, Jonathan Cagan:
Analyzing the Effect of Team Structure on Team Performance: An Experimental and Computational Approach. CogSci 2014 - 2011
- [j19]Amaresh Chakrabarti, Kristina Shea, Robert B. Stone, Jonathan Cagan, Matthew I. Campbell, Noe Vargas Hernandez, Kristin L. Wood:
Computer-Based Design Synthesis Research: An Overview. J. Comput. Inf. Sci. Eng. 11(2) (2011)
2000 – 2009
- 2007
- [j18]Jonathan Cagan:
A look at the emerging science of innovation. Artif. Intell. Eng. Des. Anal. Manuf. 21(1): 13-14 (2007) - [j17]Jonathan Cagan:
The Cognition of Engineering Design - An Opportunity of Impact. Cogn. Sci. 31(2): 193-195 (2007) - 2006
- [j16]Seth Orsborn, Jonathan Cagan, Richard R. Pawlicki, Randall C. Smith:
Creating cross-over vehicles: Defining and combining vehicle classes using shape grammars. Artif. Intell. Eng. Des. Anal. Manuf. 20(3): 217-246 (2006) - [j15]Jarrod Moss, Kenneth Kotovsky, Jonathan Cagan:
The Role of Functionality in the Mental Representations of Engineering Students: Some Differences in the Early Stages of Expertise. Cogn. Sci. 30(1): 65-93 (2006) - 2005
- [j14]Jonathan Cagan, Matthew I. Campbell, Susan Finger, Tetsuo Tomiyama:
A Framework for Computational Design Synthesis: Model and Applications. J. Comput. Inf. Sci. Eng. 5(3): 171-181 (2005) - 2004
- [j13]Jesse T. Olson, Jonathan Cagan:
Interagent ties in team-based computational configuration design. Artif. Intell. Eng. Des. Anal. Manuf. 18(2): 135-152 (2004) - 2002
- [j12]Jay P. McCormack, Jonathan Cagan:
Designing inner hood panels through a shape grammar based framework. Artif. Intell. Eng. Des. Anal. Manuf. 16(4): 273-290 (2002) - [j11]Jonathan Cagan, Kenji Shimada, Sun Yin:
A survey of computational approaches to three-dimensional layout problems. Comput. Aided Des. 34(8): 597-611 (2002) - 2000
- [j10]Manish Agarwal, Jonathan Cagan:
On the use of shape grammars as expert systems for geometry-based engineering design. Artif. Intell. Eng. Des. Anal. Manuf. 14(5): 431-439 (2000) - [c6]Manish Agarwal, Jonathan Cagan:
Shape Grammar-Based Expert Systems for Engineering Design. AID 2000: 193-202
1990 – 1999
- 1999
- [j9]Kristina Shea, Jonathan Cagan:
Languages and semantics of grammatical discrete structures. Artif. Intell. Eng. Des. Anal. Manuf. 13(4): 241-251 (1999) - [j8]Manish Agarwal, Jonathan Cagan, Katherine G. Constantine:
Influencing generative design through continuous evaluation: Associating costs with the coffeemaker shape grammar. Artif. Intell. Eng. Des. Anal. Manuf. 13(4): 253-275 (1999) - 1998
- [j7]Jonathan Cagan, Drew Degentesh, Su Yin:
A simulated annealing-based algorithm using hierarchical models for general three-dimensional component layout. Comput. Aided Des. 30(10): 781-790 (1998) - [c5]Kristina Shea, Jonathan Cagan:
Generating Structural Essays from Languages of Discrete Structures. AID 1998: 365-384 - [c4]Matthew I. Campbell, Jonathan Cagan, Kenneth Kotovsky:
A-Design: Theory and Implementation of an Adaptive, Agent-Based Method of Conceptual Design. AID 1998: 579-598 - 1997
- [j6]Kenneth N. Brown, Jonathan Cagan:
Optimized process planning by generative simulated annealing. Artif. Intell. Eng. Des. Anal. Manuf. 11(3): 219-235 (1997) - [j5]Kristina Shea, Jonathan Cagan:
Innovative dome design: Applying geodesic patterns with shape annealing. Artif. Intell. Eng. Des. Anal. Manuf. 11(5): 379-394 (1997) - [j4]Jonathan Cagan, Kenneth Kotovsky:
Simulated Annealing and the Generation of the Objective Function: A Model of Learning During Problem Solving. Comput. Intell. 13(4): 534-581 (1997) - 1994
- [j3]Jonathan Cagan:
Shape annealing solution to the constrained geometric knapsack problem. Comput. Aided Des. 26(10): 763-770 (1994) - [c3]Brian C. Williams, Jonathan Cagan:
Activity Analysis: The Qualitative Analysis of Stationary Points for Optimal Reasoning. AAAI 1994: 1217-1223 - [c2]Jonathan Cagan, William J. Mitchell:
A grammatical approach to network flow synthesis. Formal Design Methods for CAD 1994: 173-189 - [c1]Jonathan Cagan:
Discussion: Research issues in the application of design grammars. Formal Design Methods for CAD 1994: 191-198 - 1991
- [j2]Jonathan Cagan, Alice M. Agogino:
Inducing constraint activity in innovative design. Artif. Intell. Eng. Des. Anal. Manuf. 5(1): 47-61 (1991)
1980 – 1989
- 1987
- [j1]Jonathan Cagan, Alice M. Agogino:
Innovative design of mechanical structures from first principles. Artif. Intell. Eng. Des. Anal. Manuf. 1(3): 169-189 (1987)
Coauthor Index
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