Jonathan Cagan

According to our database, Jonathan Cagan authored at least 45 papers between 1987 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

VIRL: Volume-Informed Representation Learning towards Few-shot Manufacturability Estimation.

Yu-Hsuan Chen, Jonathan Cagan, Levent Burak Kara

CoRR, 2024

Curve-based Neural Style Transfer.

Yu-Hsuan Chen, Levent Burak Kara, Jonathan Cagan

CoRR, 2024

2023

A mixed reality system combining augmented reality, 3D bio-printed physical environments and inertial measurement unit sensors for task planning.

Ernest Kabuye, Philip R. Leduc, Jonathan Cagan

Virtual Real., September, 2023

Reducing the Search Space for Global Minimum: A Focused Regions Identification Method for Least Squares Parameter Estimation in Nonlinear Models.

Guanglu Zhang, Douglas L. Allaire, Jonathan Cagan

J. Comput. Inf. Sci. Eng., 2023

Automating Style Analysis and Visualization With Explainable AI - Case Studies on Brand Recognition.

Yu-Hsuan Chen, Levent Burak Kara, Jonathan Cagan

CoRR, 2023

Trust in an AI versus a Human teammate: The effects of teammate identity and performance on Human-AI cooperation.

Guanglu Zhang, Leah Chong, Kenneth Kotovsky, Jonathan Cagan

Comput. Hum. Behav., 2023

Exploring the impact of set-based concurrent engineering through multi-agent system simulation.

Sean Rismiller, Jonathan Cagan, Christopher McComb

Artif. Intell. Eng. Des. Anal. Manuf., 2023

2022

Learning to design without prior data: Discovering generalizable design strategies using deep learning and tree search.

Ayush Raina, Jonathan Cagan, Christopher McComb

CoRR, 2022

Human confidence in artificial intelligence and in themselves: The evolution and impact of confidence on adoption of AI advice.

Leah Chong, Guanglu Zhang, Kosa Goucher-Lambert, Kenneth Kotovsky, Jonathan Cagan

Comput. Hum. Behav., 2022

2021

Taking the Guess Work Out of the Initial Guess: A Solution Interval Method for Least-Squares Parameter Estimation in Nonlinear Models.

Guanglu Zhang, Douglas L. Allaire, Jonathan Cagan

J. Comput. Inf. Sci. Eng., 2021

Data-Driven Heuristic Induction From Human Design Behavior.

Lucas Puentes, Jonathan Cagan, Christopher McComb

J. Comput. Inf. Sci. Eng., 2021

A strategic decision-making architecture toward hybrid teams for dynamic competitive problems.

Alparslan Emrah Bayrak, Christopher McComb, Jonathan Cagan, Kenneth Kotovsky

Decis. Support Syst., 2021

Design Strategy Network: A deep hierarchical framework to represent generative design strategies in complex action spaces.

Ayush Raina, Jonathan Cagan, Christopher McComb

CoRR, 2021

Goal-Directed Design Agents: Integrating Visual Imitation with One-Step Lookahead Optimization for Generative Design.

Ayush Raina, Lucas Puentes, Jonathan Cagan, Christopher McComb

CoRR, 2021

2020

Heuristic-Guided Solution Search Through a Two-Tiered Design Grammar.

Lucas Puentes, Jonathan Cagan, Christopher McComb

J. Comput. Inf. Sci. Eng., 2020

2019

Learning to design from humans: Imitating human designers through deep learning.

Ayush Raina, Christopher McComb, Jonathan Cagan

CoRR, 2019

2018

Efficient probabilistic grammar induction for design.

Mark E. Whiting, Jonathan Cagan, Philip R. Leduc

Artif. Intell. Eng. Des. Anal. Manuf., 2018

2015

Emergent Systems Energy Laws for Predicting Myosin Ensemble Processivity.

Paul Egan, Jeffrey Moore, Christian D. Schunn, Jonathan Cagan, Philip R. Leduc

PLoS Comput. Biol., 2015

2014

Analyzing the Effect of Team Structure on Team Performance: An Experimental and Computational Approach.

Ut Na Sio, Kenneth Kotovsky, Jonathan Cagan

Proceedings of the 36th Annual Meeting of the Cognitive Science Society, 2014

Surprisingly Stochastic: Learning and Application of Emergent Behavior Using Interactive Simulations of Nano-Mechanical Biological Systems.

Paul Egan, Christian D. Schunn, Jonathan Cagan, Philip R. Leduc

Proceedings of the 36th Annual Meeting of the Cognitive Science Society, 2014

2011

Computer-Based Design Synthesis Research: An Overview.

Amaresh Chakrabarti, Kristina Shea, Robert B. Stone, Jonathan Cagan, Matthew I. Campbell, Noe Vargas Hernandez, Kristin L. Wood

J. Comput. Inf. Sci. Eng., 2011

2007

The Cognition of Engineering Design - An Opportunity of Impact.

Jonathan Cagan

Cogn. Sci., 2007

A look at the emerging science of innovation.

Jonathan Cagan

Artif. Intell. Eng. Des. Anal. Manuf., 2007

2006

The Role of Functionality in the Mental Representations of Engineering Students: Some Differences in the Early Stages of Expertise.

Jarrod Moss, Kenneth Kotovsky, Jonathan Cagan

Cogn. Sci., 2006

Creating cross-over vehicles: Defining and combining vehicle classes using shape grammars.

Seth Orsborn, Jonathan Cagan, Richard R. Pawlicki, Randall C. Smith

Artif. Intell. Eng. Des. Anal. Manuf., 2006

2005

A Framework for Computational Design Synthesis: Model and Applications.

Jonathan Cagan, Matthew I. Campbell, Susan Finger, Tetsuo Tomiyama

J. Comput. Inf. Sci. Eng., 2005

2004

Interagent ties in team-based computational configuration design.

Jesse T. Olson, Jonathan Cagan

Artif. Intell. Eng. Des. Anal. Manuf., 2004

2002

A survey of computational approaches to three-dimensional layout problems.

Jonathan Cagan, Kenji Shimada, Sun Yin

Comput. Aided Des., 2002

Designing inner hood panels through a shape grammar based framework.

Jay P. McCormack, Jonathan Cagan

Artif. Intell. Eng. Des. Anal. Manuf., 2002

2000

On the use of shape grammars as expert systems for geometry-based engineering design.

Manish Agarwal, Jonathan Cagan

Artif. Intell. Eng. Des. Anal. Manuf., 2000

Shape Grammar-Based Expert Systems for Engineering Design.

Manish Agarwal, Jonathan Cagan

Proceedings of the Artificial Intelligence in Design '00, 2000

1999

Languages and semantics of grammatical discrete structures.

Kristina Shea, Jonathan Cagan

Artif. Intell. Eng. Des. Anal. Manuf., 1999

Influencing generative design through continuous evaluation: Associating costs with the coffeemaker shape grammar.

Manish Agarwal, Jonathan Cagan, Katherine G. Constantine

Artif. Intell. Eng. Des. Anal. Manuf., 1999

1998

A simulated annealing-based algorithm using hierarchical models for general three-dimensional component layout.

Jonathan Cagan, Drew Degentesh, Su Yin

Comput. Aided Des., 1998

Generating Structural Essays from Languages of Discrete Structures.

Kristina Shea, Jonathan Cagan

Proceedings of the Artificial Intelligence in Design '98, 1998

A-Design: Theory and Implementation of an Adaptive, Agent-Based Method of Conceptual Design.

Matthew I. Campbell, Jonathan Cagan, Kenneth Kotovsky

Proceedings of the Artificial Intelligence in Design '98, 1998

1997

Simulated Annealing and the Generation of the Objective Function: A Model of Learning During Problem Solving.

Jonathan Cagan, Kenneth Kotovsky

Comput. Intell., 1997

Innovative dome design: Applying geodesic patterns with shape annealing.

Kristina Shea, Jonathan Cagan

Artif. Intell. Eng. Des. Anal. Manuf., 1997

Optimized process planning by generative simulated annealing.

Kenneth N. Brown, Jonathan Cagan

Artif. Intell. Eng. Des. Anal. Manuf., 1997

1994

Shape annealing solution to the constrained geometric knapsack problem.

Jonathan Cagan

Comput. Aided Des., 1994

A grammatical approach to network flow synthesis.

Jonathan Cagan, William J. Mitchell

Proceedings of the Formal Design Methods for CAD, 1994

Discussion: Research issues in the application of design grammars.

Jonathan Cagan

Proceedings of the Formal Design Methods for CAD, 1994

Activity Analysis: The Qualitative Analysis of Stationary Points for Optimal Reasoning.

Brian C. Williams, Jonathan Cagan

Proceedings of the 12th National Conference on Artificial Intelligence, Seattle, WA, USA, July 31, 1994

1991

Inducing constraint activity in innovative design.

Jonathan Cagan, Alice M. Agogino

Artif. Intell. Eng. Des. Anal. Manuf., 1991

1987

Innovative design of mechanical structures from first principles.

Jonathan Cagan, Alice M. Agogino

Artif. Intell. Eng. Des. Anal. Manuf., 1987