Jonathan Cagan

Publication Activity (10 Years)

Years Active: 1987-2024
Publications (10 Years): 17

Top Topics

Grammar Induction

Reducing The Search Space

Emergent Behavior

Top Venues

J. Comput. Inf. Sci. Eng.

Comput. Hum. Behav.

Publications

Yu-Hsuan Chen, Jonathan Cagan, Levent Burak Kara
VIRL: Volume-Informed Representation Learning towards Few-shot Manufacturability Estimation. CoRR (2024)
Yu-Hsuan Chen, Levent Burak Kara, Jonathan Cagan
Curve-based Neural Style Transfer. CoRR (2024)
Yu-Hsuan Chen, Levent Burak Kara, Jonathan Cagan
Automating Style Analysis and Visualization With Explainable AI - Case Studies on Brand Recognition. CoRR (2023)
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) (2023)
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)
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 (2023)
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 (2022)
Ayush Raina, Jonathan Cagan, Christopher McComb
Learning to design without prior data: Discovering generalizable design strategies using deep learning and tree search. CoRR (2022)
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 (2021)
Lucas Puentes, Jonathan Cagan, Christopher McComb
Data-Driven Heuristic Induction From Human Design Behavior. J. Comput. Inf. Sci. Eng. 21 (2) (2021)
Ayush Raina, Lucas Puentes, Jonathan Cagan, Christopher McComb
Goal-Directed Design Agents: Integrating Visual Imitation with One-Step Lookahead Optimization for Generative Design. CoRR (2021)
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)
Ayush Raina, Jonathan Cagan, Christopher McComb
Design Strategy Network: A deep hierarchical framework to represent generative design strategies in complex action spaces. CoRR (2021)
Lucas Puentes, Jonathan Cagan, Christopher McComb
Heuristic-Guided Solution Search Through a Two-Tiered Design Grammar. J. Comput. Inf. Sci. Eng. 20 (1) (2020)
Ayush Raina, Christopher McComb, Jonathan Cagan
Learning to design from humans: Imitating human designers through deep learning. CoRR (2019)
Mark E. Whiting, Jonathan Cagan, Philip R. Leduc
Efficient probabilistic grammar induction for design. Artif. Intell. Eng. Des. Anal. Manuf. 32 (2) (2018)
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)
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)
Ut Na Sio, Kenneth Kotovsky, Jonathan Cagan
Analyzing the Effect of Team Structure on Team Performance: An Experimental and Computational Approach. CogSci (2014)
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)
Jonathan Cagan
The Cognition of Engineering Design - An Opportunity of Impact. Cogn. Sci. 31 (2) (2007)
Jonathan Cagan
A look at the emerging science of innovation. Artif. Intell. Eng. Des. Anal. Manuf. 21 (1) (2007)
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) (2006)
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) (2006)
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) (2005)
Jesse T. Olson, Jonathan Cagan
Interagent ties in team-based computational configuration design. Artif. Intell. Eng. Des. Anal. Manuf. 18 (2) (2004)
Jay P. McCormack, Jonathan Cagan
Designing inner hood panels through a shape grammar based framework. Artif. Intell. Eng. Des. Anal. Manuf. 16 (4) (2002)
Jonathan Cagan, Kenji Shimada, Sun Yin
A survey of computational approaches to three-dimensional layout problems. Comput. Aided Des. 34 (8) (2002)
Manish Agarwal, Jonathan Cagan
Shape Grammar-Based Expert Systems for Engineering Design. AID (2000)
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) (2000)
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) (1999)
Kristina Shea, Jonathan Cagan
Languages and semantics of grammatical discrete structures. Artif. Intell. Eng. Des. Anal. Manuf. 13 (4) (1999)
Matthew I. Campbell, Jonathan Cagan, Kenneth Kotovsky
A-Design: Theory and Implementation of an Adaptive, Agent-Based Method of Conceptual Design. AID (1998)
Kristina Shea, Jonathan Cagan
Generating Structural Essays from Languages of Discrete Structures. AID (1998)
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) (1998)
Kristina Shea, Jonathan Cagan
Innovative dome design: Applying geodesic patterns with shape annealing. Artif. Intell. Eng. Des. Anal. Manuf. 11 (5) (1997)
Kenneth N. Brown, Jonathan Cagan
Optimized process planning by generative simulated annealing. Artif. Intell. Eng. Des. Anal. Manuf. 11 (3) (1997)
Jonathan Cagan, Kenneth Kotovsky
Simulated Annealing and the Generation of the Objective Function: A Model of Learning During Problem Solving. Comput. Intell. 13 (4) (1997)
Jonathan Cagan
Shape annealing solution to the constrained geometric knapsack problem. Comput. Aided Des. 26 (10) (1994)
Jonathan Cagan, William J. Mitchell
A grammatical approach to network flow synthesis. Formal Design Methods for CAD (1994)
Brian C. Williams, Jonathan Cagan
Activity Analysis: The Qualitative Analysis of Stationary Points for Optimal Reasoning. AAAI (1994)
Jonathan Cagan
Discussion: Research issues in the application of design grammars. Formal Design Methods for CAD (1994)
Jonathan Cagan, Alice M. Agogino
Inducing constraint activity in innovative design. Artif. Intell. Eng. Des. Anal. Manuf. 5 (1) (1991)
Jonathan Cagan, Alice M. Agogino
Innovative design of mechanical structures from first principles. Artif. Intell. Eng. Des. Anal. Manuf. 1 (3) (1987)