Hyunmin Cheong

27 papers A* 2A 1B 2Journal 20Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A low order, torsion deformable spatial beam element based on the absolute nodal coordinate formulation and Bishop frame. CoRR Mehran Ebrahimi, Adrian Butscher, Hyunmin Cheong
2025	J	`jnl`	Configuration Design of Mechanical Assemblies using an Estimation of Distribution Algorithm and Constraint Programming. CoRR Hyunmin Cheong, Mehran Ebrahimi, Adrian Butscher, Francesco Iorio
2025	A*	`conf`	Deep Generative Model for Mechanical System Configuration Design. AAAI Yasaman Etesam, Hyunmin Cheong, Mohammadmehdi Ataei, Pradeep Kumar Jayaraman
2025	J	`jnl`	Design optimization of dynamic flexible multibody systems using the discrete adjoint variable method. CoRR Mehran Ebrahimi, Adrian Butscher, Hyunmin Cheong, Francesco Iorio
2025	J	`jnl`	DesignQA: A Multimodal Benchmark for Evaluating Large Language Models' Understanding of Engineering Do cumentation. J. Comput. Inf. Sci. Eng. Anna C. Doris, Daniele Grandi, Ryan Tomich, Md Ferdous Alam, Mohammadmehdi Ataei, Hyunmin Cheong, Faez Ahmed
2025	J	`jnl`	Elicitron: A Large Language Model Agent-Based Simulation Framework for Design Requirements Elicitation. J. Comput. Inf. Sci. Eng. Mohammadmehdi Ataei, Hyunmin Cheong, Daniele Grandi, Ye Wang, Nigel Morris, Alexander Tessier
2025	J	`jnl`	Optimal Design of Continuum Robots with Reachability Constraints. CoRR Hyunmin Cheong, Mehran Ebrahimi, Timothy R. Duggan
2025	J	`jnl`	Optimal design of frame structures with mixed categorical and continuous design variables using the Gumbel-Softmax method. CoRR Mehran Ebrahimi, Hyunmin Cheong, Pradeep Kumar Jayaraman, Farhad Javid
2025	J	`jnl`	Physics-based simulation ontology: an ontology to support modelling and reuse of data for physics-based simulation. CoRR Hyunmin Cheong, Adrian Butscher
2025	J	`jnl`	Transformer-Based Interfaces for Mechanical Assembly Design: A Gear Train Case Study. CoRR Mohammadmehdi Ataei, Hyunmin Cheong, Jiwon Jun, Justin Matejka, Alexander Tessier, George W. Fitzmaurice
2025	J	`jnl`	e-SimFT: Alignment of Generative Models with Simulation Feedback for Pareto-Front Design Exploration. CoRR Hyunmin Cheong, Mohammadmehdi Ataei, Amir Hosein Khasahmadi, Pradeep Kumar Jayaraman
2025	J	`jnl`	mPOLICE: Provable Enforcement of Multi-Region Affine Constraints in Deep Neural Networks. CoRR Mohammadmehdi Ataei, Hyunmin Cheong, Adrian Butscher
2024	J	`jnl`	Deep Generative Model for Mechanical System Configuration Design. CoRR Yasaman Etesam, Hyunmin Cheong, Mohammadmehdi Ataei, Pradeep Kumar Jayaraman
2024	J	`jnl`	DesignQA: A Multimodal Benchmark for Evaluating Large Language Models' Understanding of Engineering Documentation. CoRR Anna C. Doris, Daniele Grandi, Ryan Tomich, Md Ferdous Alam, Hyunmin Cheong, Faez Ahmed
2024	J	`jnl`	Elicitron: An LLM Agent-Based Simulation Framework for Design Requirements Elicitation. CoRR Mohammadmehdi Ataei, Hyunmin Cheong, Daniele Grandi, Ye Wang, Nigel Morris, Alexander Tessier
2024	J	`jnl`	Optimal Design of Vehicle Dynamics Using Gradient-Based, Mixed-Fidelity Multidisciplinary Optimization. CoRR Hyunmin Cheong, Mehran Ebrahimi, Hesam Salehipour, Adrian Butscher, Alex Tessier
2024	J	`jnl`	Synthetic Vision: Training Vision-Language Models to Understand Physics. CoRR Vahid Balazadeh Meresht, Mohammadmehdi Ataei, Hyunmin Cheong, Amir Hosein Khasahmadi, Rahul G. Krishnan
2021	J	`jnl`	Optimal Design of Continuum Robots With Reachability Constraints. IEEE Robotics Autom. Lett. Hyunmin Cheong, Mehran Ebrahimi, Timothy R. Duggan
2020	B	`conf`	Multi-speed Gearbox Synthesis Using Global Search and Non-convex Optimization. CPAIOR Chiara Piacentini, Hyunmin Cheong, Mehran Ebrahimi, Adrian Butscher
2019	—	`conf`	A First-Order Logic Formalization of the Industrial Ontologies Foundry Signature Using Basic Formal Ontology. JOWO Barry Smith, Farhad Ameri, Hyunmin Cheong, Dimitris Kiritsis, Dusan Sormaz, Chris Will, J. Neil Otte
2019	B	`conf`	Configuration Design of Mechanical Assemblies using an Estimation of Distribution Algorithm and Constraint Programming. CEC Hyunmin Cheong, Mehran Ebrahimi, Adrian Butscher, Francesco Iorio
2019	J	`jnl`	Towards an ontology for generative design of mechanical assemblies. Appl. Ontology Bahar Aameri, Hyunmin Cheong, J. Christopher Beck
2018	—	`conf`	Unified Access to Heterogeneous Data Sources Using an Ontology. JIST Daniel Mercier, Hyunmin Cheong, Chaitanya Tapaswi
2017	A*	`conf`	DreamSketch: Early Stage 3D Design Explorations with Sketching and Generative Design. UIST Rubaiat Habib Kazi, Tovi Grossman, Hyunmin Cheong, Ali Hashemi, George W. Fitzmaurice
2016	J	`jnl`	Automated transformation of design text ROM diagram into SysML models. Adv. Eng. Informatics Wei Wan, Hyunmin Cheong, Wei Li, Yong Zeng, Francesco Iorio
2016	A	`conf`	Four-Bar Linkage Synthesis Using Non-convex Optimization. CP Vincent Goulet, Wei Li, Hyunmin Cheong, Francesco Iorio, Claude-Guy Quimper
2014	J	`jnl`	Design problem solving with biological analogies: A verbal protocol study. Artif. Intell. Eng. Des. Anal. Manuf. Hyunmin Cheong, Gregory M. Hallihan, L. H. Shu