Hyunmin Cheong

According to our database, Hyunmin Cheong authored at least 24 papers between 2014 and 2025.

Collaborative distances:

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

2025

Transformer-Based Interfaces for Mechanical Assembly Design: A Gear Train Case Study.

Mohammadmehdi Ataei, Hyunmin Cheong, Jiwon Jun, Justin Matejka, Alexander Tessier, George W. Fitzmaurice

CoRR, April, 2025

Physics-based simulation ontology: an ontology to support modelling and reuse of data for physics-based simulation.

Hyunmin Cheong, Adrian Butscher

CoRR, March, 2025

e-SimFT: Alignment of Generative Models with Simulation Feedback for Pareto-Front Design Exploration.

Hyunmin Cheong, Mohammadmehdi Ataei, Amir Hosein Khasahmadi, Pradeep Kumar Jayaraman

CoRR, February, 2025

mPOLICE: Provable Enforcement of Multi-Region Affine Constraints in Deep Neural Networks.

Mohammadmehdi Ataei, Hyunmin Cheong, Adrian Butscher

CoRR, February, 2025

Design optimization of dynamic flexible multibody systems using the discrete adjoint variable method.

Mehran Ebrahimi, Adrian Butscher, Hyunmin Cheong, Francesco Iorio

CoRR, January, 2025

A low order, torsion deformable spatial beam element based on the absolute nodal coordinate formulation and Bishop frame.

Mehran Ebrahimi, Adrian Butscher, Hyunmin Cheong

CoRR, January, 2025

Optimal design of frame structures with mixed categorical and continuous design variables using the Gumbel-Softmax method.

Mehran Ebrahimi, Hyunmin Cheong, Pradeep Kumar Jayaraman, Farhad Javid

CoRR, January, 2025

DesignQA: A Multimodal Benchmark for Evaluating Large Language Models' Understanding of Engineering Do cumentation.

Anna C. Doris, Daniele Grandi, Ryan Tomich, Md Ferdous Alam, Mohammadmehdi Ataei, Hyunmin Cheong, Faez Ahmed

J. Comput. Inf. Sci. Eng., 2025

Elicitron: A Large Language Model Agent-Based Simulation Framework for Design Requirements Elicitation.

Mohammadmehdi Ataei, Hyunmin Cheong, Daniele Grandi, Ye Wang, Nigel Morris, Alexander Tessier

J. Comput. Inf. Sci. Eng., 2025

Deep Generative Model for Mechanical System Configuration Design.

Yasaman Etesam, Hyunmin Cheong, Mohammadmehdi Ataei, Pradeep Kumar Jayaraman

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

Synthetic Vision: Training Vision-Language Models to Understand Physics.

Vahid Balazadeh Meresht, Mohammadmehdi Ataei, Hyunmin Cheong, Amir Hosein Khasahmadi, Rahul G. Krishnan

CoRR, 2024

Optimal Design of Vehicle Dynamics Using Gradient-Based, Mixed-Fidelity Multidisciplinary Optimization.

Hyunmin Cheong, Mehran Ebrahimi, Hesam Salehipour, Adrian Butscher, Alex Tessier

CoRR, 2024

Elicitron: An LLM Agent-Based Simulation Framework for Design Requirements Elicitation.

Mohammadmehdi Ataei, Hyunmin Cheong, Daniele Grandi, Ye Wang, Nigel Morris, Alexander Tessier

CoRR, 2024

DesignQA: A Multimodal Benchmark for Evaluating Large Language Models' Understanding of Engineering Documentation.

Anna C. Doris, Daniele Grandi, Ryan Tomich, Md Ferdous Alam, Hyunmin Cheong, Faez Ahmed

CoRR, 2024

2021

Optimal Design of Continuum Robots With Reachability Constraints.

Hyunmin Cheong, Mehran Ebrahimi, Timothy R. Duggan

IEEE Robotics Autom. Lett., 2021

2020

Multi-speed Gearbox Synthesis Using Global Search and Non-convex Optimization.

Chiara Piacentini, Hyunmin Cheong, Mehran Ebrahimi, Adrian Butscher

Proceedings of the Integration of Constraint Programming, Artificial Intelligence, and Operations Research, 2020

2019

Towards an ontology for generative design of mechanical assemblies.

Bahar Aameri, Hyunmin Cheong, J. Christopher Beck

Appl. Ontology, 2019

A First-Order Logic Formalization of the Industrial Ontologies Foundry Signature Using Basic Formal Ontology.

Barry Smith, Farhad Ameri, Hyunmin Cheong, Dimitris Kiritsis, Dusan Sormaz, Chris Will, J. Neil Otte

Proceedings of the Joint Ontology Workshops 2019 Episode V: The Styrian Autumn of Ontology, 2019

Configuration Design of Mechanical Assemblies using an Estimation of Distribution Algorithm and Constraint Programming.

Hyunmin Cheong, Mehran Ebrahimi, Adrian Butscher, Francesco Iorio

Proceedings of the IEEE Congress on Evolutionary Computation, 2019

2018

Unified Access to Heterogeneous Data Sources Using an Ontology.

Daniel Mercier, Hyunmin Cheong, Chaitanya Tapaswi

Proceedings of the Semantic Technology - 8th Joint International Conference, 2018

2017

DreamSketch: Early Stage 3D Design Explorations with Sketching and Generative Design.

Rubaiat Habib Kazi, Tovi Grossman, Hyunmin Cheong, Ali Hashemi, George W. Fitzmaurice

Proceedings of the 30th Annual ACM Symposium on User Interface Software and Technology, 2017

2016

Automated transformation of design text ROM diagram into SysML models.

Wei Wan, Hyunmin Cheong, Wei Li, Yong Zeng, Francesco Iorio

Adv. Eng. Informatics, 2016

Four-Bar Linkage Synthesis Using Non-convex Optimization.

Vincent Goulet, Wei Li, Hyunmin Cheong, Francesco Iorio, Claude-Guy Quimper

Proceedings of the Principles and Practice of Constraint Programming, 2016

2014

Design problem solving with biological analogies: A verbal protocol study.

Hyunmin Cheong, Gregory M. Hallihan, L. H. Shu

Artif. Intell. Eng. Des. Anal. Manuf., 2014