Hyunwoong Ko
Scholar

Hyunwoong Ko

Google Scholar ID: 4v2covcAAAAJ
Arizona State University
Additive ManufacturingDeep LearningDesignDigitizationMachine Learning
Citations & Impact
All-time
Citations
839
 
H-index
12
 
i10-index
15
 
Publications
20
 
Co-authors
0
 
Contact
No contact links provided.
Resume (English only)
Research Experience
  • Leading the Digital Manufacturing and Design (DMD) research group at Arizona State University
  • Conducting multiple research projects, including:
  • - NSF Award 2333801 – Supply and Demand Open Knowledge Network (SUDOKN)
  • - AI-driven Additive Manufacturing Advisor for Manufacturability Prediction
  • - Digitizing Electronics Additive Manufacturing using Machine Learning and Data Models
  • - Physical Machine Learning and AI for Digital Additive Manufacturing
  • - Physics-guided Machine Learning Framework for Process-structure-property Causal Analytics in Additive Manufacturing
Background
  • Lead of the Digital Manufacturing and Design (DMD) research group at the School of Manufacturing Systems and Networks, Ira A. Fulton Schools of Engineering, Arizona State University
  • Research focuses on data science, manufacturing science, and design science, and their intersections
  • Aims to establish foundations of AI and digital transformation for manufacturing and design
  • Emphasizes multi-scale integration of AI/ML, cyber-physical systems, and digital twins in advanced manufacturing (e.g., additive manufacturing)
  • Key research areas include Design for Additive Manufacturing, In-situ Monitoring and Control, and Ex-situ Evaluation using AI
Co-authors
0 total
Co-authors: 0 (list not available)