Jonathan Cagan

51 papers A* 1B 2Journal 43Unranked 5

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	VIRL: Volume-Informed Representation Learning towards few-shot manufacturability estimation. J. Intell. Manuf. Yu-Hsuan Chen, Jonathan Cagan, Levent Burak Kara
2025	J	`jnl`	Attention to Detail: Fine-Scale Feature Preservation-Oriented Geometric Pre-training for AI-Driven Surrogate Modeling. CoRR Yu-Hsuan Chen, Jing Bi, Cyril Ngo Ngoc, Victor Oancea, Jonathan Cagan, Levent Burak Kara
2025	J	`jnl`	Expanding the Generative Power of Large Language Models for Design Through Formal Design Grammars and Languages. J. Comput. Inf. Sci. Eng. Kristina Shea, Tino Stankovic, Akash Agrawal, Jonathan Cagan, Christopher McComb
2025	J	`jnl`	GPU-based complete search for nonlinear minimization subject to bounds. CoRR Guanglu Zhang, Qihang Shan, Jonathan Cagan
2024	J	`jnl`	A Modified Simulated Annealing-Based Method for Hybrid Lattice Support Structure Design in LPBF Additive Manufacturing. J. Comput. Inf. Sci. Eng. Lisha White, Xuan Liang, Guanglu Zhang, Jonathan Cagan, Yongjie Jessica Zhang
2024	J	`jnl`	A Multi-Sized Unit Cell Method for the Design of LPBF Lattice Support Structures Concerning Complex Geometries. J. Comput. Inf. Sci. Eng. Lisha White, Guanglu Zhang, Junwon Seo, Nicholas Lamprinakos, Anthony D. Rollett, Jonathan Cagan, Yongjie Jessica Zhang
2024	J	`jnl`	Curve-based Neural Style Transfer. CoRR Yu-Hsuan Chen, Levent Burak Kara, Jonathan Cagan
2024	J	`jnl`	VIRL: Volume-Informed Representation Learning towards Few-shot Manufacturability Estimation. CoRR Yu-Hsuan Chen, Jonathan Cagan, Levent Burak Kara
2023	J	`jnl`	A mixed reality system combining augmented reality, 3D bio-printed physical environments and inertial measurement unit sensors for task planning. Virtual Real. Ernest Kabuye, Philip R. Leduc, Jonathan Cagan
2023	J	`jnl`	Automating Style Analysis and Visualization With Explainable AI - Case Studies on Brand Recognition. CoRR Yu-Hsuan Chen, Levent Burak Kara, Jonathan Cagan
2023	J	`jnl`	Exploring the impact of set-based concurrent engineering through multi-agent system simulation. Artif. Intell. Eng. Des. Anal. Manuf. Sean Rismiller, Jonathan Cagan, Christopher McComb
2023	J	`jnl`	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. Guanglu Zhang, Douglas L. Allaire, Jonathan Cagan
2023	J	`jnl`	Trust in an AI versus a Human teammate: The effects of teammate identity and performance on Human-AI cooperation. Comput. Hum. Behav. Guanglu Zhang, Leah Chong, Kenneth Kotovsky, Jonathan Cagan
2022	J	`jnl`	Human confidence in artificial intelligence and in themselves: The evolution and impact of confidence on adoption of AI advice. Comput. Hum. Behav. Leah Chong, Guanglu Zhang, Kosa Goucher-Lambert, Kenneth Kotovsky, Jonathan Cagan
2022	J	`jnl`	Learning to design without prior data: Discovering generalizable design strategies using deep learning and tree search. CoRR Ayush Raina, Jonathan Cagan, Christopher McComb
2021	J	`jnl`	A strategic decision-making architecture toward hybrid teams for dynamic competitive problems. Decis. Support Syst. Alparslan Emrah Bayrak, Christopher McComb, Jonathan Cagan, Kenneth Kotovsky
2021	J	`jnl`	Data-Driven Heuristic Induction From Human Design Behavior. J. Comput. Inf. Sci. Eng. Lucas Puentes, Jonathan Cagan, Christopher McComb
2021	J	`jnl`	Design Strategy Network: A deep hierarchical framework to represent generative design strategies in complex action spaces. CoRR Ayush Raina, Jonathan Cagan, Christopher McComb
2021	J	`jnl`	Goal-Directed Design Agents: Integrating Visual Imitation with One-Step Lookahead Optimization for Generative Design. CoRR Ayush Raina, Lucas Puentes, Jonathan Cagan, Christopher McComb
2021	J	`jnl`	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. Guanglu Zhang, Douglas L. Allaire, Jonathan Cagan
2020	J	`jnl`	Heuristic-Guided Solution Search Through a Two-Tiered Design Grammar. J. Comput. Inf. Sci. Eng. Lucas Puentes, Jonathan Cagan, Christopher McComb
2019	J	`jnl`	Learning to design from humans: Imitating human designers through deep learning. CoRR Ayush Raina, Christopher McComb, Jonathan Cagan
2018	J	`jnl`	Efficient probabilistic grammar induction for design. Artif. Intell. Eng. Des. Anal. Manuf. Mark E. Whiting, Jonathan Cagan, Philip R. Leduc
2015	J	`jnl`	Emergent Systems Energy Laws for Predicting Myosin Ensemble Processivity. PLoS Comput. Biol. Paul F. Egan, Jeffrey Moore, Christian D. Schunn, Jonathan Cagan, Philip R. Leduc
2014	B	`conf`	Analyzing the Effect of Team Structure on Team Performance: An Experimental and Computational Approach. CogSci Ut Na Sio, Kenneth Kotovsky, Jonathan Cagan
2014	B	`conf`	Surprisingly Stochastic: Learning and Application of Emergent Behavior Using Interactive Simulations of Nano-Mechanical Biological Systems. CogSci Paul F. Egan, Christian D. Schunn, Jonathan Cagan, Philip R. Leduc
2011	J	`jnl`	Computer-Based Design Synthesis Research: An Overview. J. Comput. Inf. Sci. Eng. Amaresh Chakrabarti, Kristina Shea, Robert B. Stone, Jonathan Cagan, Matthew I. Campbell, Noe Vargas Hernandez, Kristin L. Wood
2007	J	`jnl`	A look at the emerging science of innovation. Artif. Intell. Eng. Des. Anal. Manuf. Jonathan Cagan
2007	J	`jnl`	The Cognition of Engineering Design - An Opportunity of Impact. Cogn. Sci. Jonathan Cagan
2006	J	`jnl`	Creating cross-over vehicles: Defining and combining vehicle classes using shape grammars. Artif. Intell. Eng. Des. Anal. Manuf. Seth Orsborn, Jonathan Cagan, Richard R. Pawlicki, Randall C. Smith
2006	J	`jnl`	The Role of Functionality in the Mental Representations of Engineering Students: Some Differences in the Early Stages of Expertise. Cogn. Sci. Jarrod Moss, Kenneth Kotovsky, Jonathan Cagan
2005	J	`jnl`	A Framework for Computational Design Synthesis: Model and Applications. J. Comput. Inf. Sci. Eng. Jonathan Cagan, Matthew I. Campbell, Susan Finger, Tetsuo Tomiyama
2004	J	`jnl`	Interagent ties in team-based computational configuration design. Artif. Intell. Eng. Des. Anal. Manuf. Jesse T. Olson, Jonathan Cagan
2002	J	`jnl`	A survey of computational approaches to three-dimensional layout problems. Comput. Aided Des. Jonathan Cagan, Kenji Shimada, Sun Yin
2002	J	`jnl`	Designing inner hood panels through a shape grammar based framework. Artif. Intell. Eng. Des. Anal. Manuf. Jay P. McCormack, Jonathan Cagan
2000	J	`jnl`	On the use of shape grammars as expert systems for geometry-based engineering design. Artif. Intell. Eng. Des. Anal. Manuf. Manish Agarwal, Jonathan Cagan
2000	—	`conf`	Shape Grammar-Based Expert Systems for Engineering Design. AID Manish Agarwal, Jonathan Cagan
1999	J	`jnl`	Influencing generative design through continuous evaluation: Associating costs with the coffeemaker shape grammar. Artif. Intell. Eng. Des. Anal. Manuf. Manish Agarwal, Jonathan Cagan, Katherine G. Constantine
1999	J	`jnl`	Languages and semantics of grammatical discrete structures. Artif. Intell. Eng. Des. Anal. Manuf. Kristina Shea, Jonathan Cagan
1998	J	`jnl`	A simulated annealing-based algorithm using hierarchical models for general three-dimensional component layout. Comput. Aided Des. Jonathan Cagan, Drew Degentesh, Su Yin
1998	—	`conf`	A-Design: Theory and Implementation of an Adaptive, Agent-Based Method of Conceptual Design. AID Matthew I. Campbell, Jonathan Cagan, Kenneth Kotovsky
1998	—	`conf`	Generating Structural Essays from Languages of Discrete Structures. AID Kristina Shea, Jonathan Cagan
1997	J	`jnl`	Innovative dome design: Applying geodesic patterns with shape annealing. Artif. Intell. Eng. Des. Anal. Manuf. Kristina Shea, Jonathan Cagan
1997	J	`jnl`	Optimized process planning by generative simulated annealing. Artif. Intell. Eng. Des. Anal. Manuf. Kenneth N. Brown, Jonathan Cagan
1997	J	`jnl`	Simulated Annealing and the Generation of the Objective Function: A Model of Learning During Problem Solving. Comput. Intell. Jonathan Cagan, Kenneth Kotovsky
1994	—	`conf`	A grammatical approach to network flow synthesis. Formal Design Methods for CAD Jonathan Cagan, William J. Mitchell
1994	A*	`conf`	Activity Analysis: The Qualitative Analysis of Stationary Points for Optimal Reasoning. AAAI Brian C. Williams, Jonathan Cagan
1994	—	`conf`	Discussion: Research issues in the application of design grammars. Formal Design Methods for CAD Jonathan Cagan
1994	J	`jnl`	Shape annealing solution to the constrained geometric knapsack problem. Comput. Aided Des. Jonathan Cagan
1991	J	`jnl`	Inducing constraint activity in innovative design. Artif. Intell. Eng. Des. Anal. Manuf. Jonathan Cagan, Alice M. Agogino
1987	J	`jnl`	Innovative design of mechanical structures from first principles. Artif. Intell. Eng. Des. Anal. Manuf. Jonathan Cagan, Alice M. Agogino