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Jonathan Cagan

Professor

Carnegie Mellon University

United States

Research Interests

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Professors in United States

Articles (20)

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2026

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2024

Collaborators (13)

Daniela Cristina Antelmi Pigosso

Technical University of Denmark

DENMARK

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Saeema Ahmed-Kristensen

Professor

University of Exeter

UNITED KINGDOM

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Levent Burak Kara

Professor

Carnegie Mellon University

UNITED STATES

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Claudia Eckert

Professor at Faculty of Business and Law

Open University

UNITED KINGDOM

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Albert Albers

Karlsruhe Institute of Technology

GERMANY

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Yuhsuan Chen

Carnegie Mellon University

UNITED STATES

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Anja Maier

Professor, Head of Department

University Of Strathclyde

UNITED KINGDOM

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Lin-Lin Chen

Professor and Chair of Design Innovation Strategy

Eindhoven University of Technology

NETHERLANDS

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Kilian Gericke

Professor of Product Development

University of Rostock

GERMANY

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Sean Hanna

University College London

UNITED KINGDOM

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Jean-François BOUJUT

Full Professor

Institut Polytechnique de Grenoble

FRANCE

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Kosa Goucher-Lambert

Assistant Professor

University of California, Berkeley

UNITED STATES

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Lucienne Blessing

Adjunct Professor

Singapore University of Technology and Design

SINGAPORE

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Jonathan Cagan

Research Interests

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Articles (20)

Fine-Scale Feature Encoding in Geometric Pretraining for Engineering Surrogate Modeling

An LLM model to guide and enrich the understanding of stakeholder value and development of product requirements

GPU-Based Global Optimization for Engineering Design<SUP>1</SUP>

Global optimization tailored for graphics processing units: Complete and rigorous search for large-scale nonlinear minimization

Guiding Generalized Team Problem-Solving Through a Collective Intelligence-Based Artificial Intelligence Facilitator

VIRL: Volume-Informed Representation Learning towards few-shot manufacturability estimation

Design Science: Why, What and How – Revisited

Self-Supervised Geometric Representation Learning for Fine-Scale Feature Preservation in AI-Driven Surrogate Modeling

Expanding the Generative Power of Large Language Models for Design Through Formal Design Grammars and Languages

A Real-Time Automatic Interaction Dynamics Notation Communication Analysis System

CARA: The Corporate AI Readiness Assessment

Enclosing the Global Optimum: A GPU-Based Global Optimization Method for Engineering Design

Learning Proficient Behavior With Computational Agents in Engineering Configuration Design

Generative design-enabled exploration of wireframe DNA origami nanostructures

The Science of Shape Grammar-Based Product Design

How Being Outvoted by AI Teammates Impacts Human-AI Collaboration

A Modified Simulated Annealing-Based Method for Hybrid Lattice Support Structure Design in LPBF Additive Manufacturing

A Multi-Sized Unit Cell Method for the Design of LPBF Lattice Support Structures Concerning Complex Geometries

Adaptation Through Communication: Assessing Human-Artificial Intelligence Partnership for the Design of Complex Engineering Systems

Human Designers' Dynamic Confidence and Decision-Making When Working With More Than One Artificial Intelligence

Collaborators (13)

Daniela Cristina Antelmi Pigosso

Saeema Ahmed-Kristensen

Levent Burak Kara

Claudia Eckert

Albert Albers

Yuhsuan Chen

Anja Maier

Lin-Lin Chen

Kilian Gericke

Sean Hanna

Jean-François BOUJUT

Kosa Goucher-Lambert

Lucienne Blessing

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