AI-Aided Manufacturing

Our industrial and systems engineers are combining intelligent automation, direct printing, and real-time monitoring to improve every step of semiconductor manufacturing. That means faster prototyping, less waste, and more flexibility to support advanced technologies like chiplets, flexible electronics, and even electronics built in space.

They are also developing predictive models, anomaly detection systems, and digital twins to help manufacturers fine-tune performance and scale production with confidence.

By taking a practical, forward-looking innovation approach, we’re able to meet the semiconductor industry where it’s going, not just where it’s been.

Group of students and professor using their hands to make a W standing in front of a Zero G airplane
Researchers at the University of Wisconsin–Madison have taken a step toward in-space manufacturing of replacement electronic components by successfully 3D printing RAM device units in zero gravity for the first time. Pictured from left to right, Khawlah Ahmad Alharbi, Xuepeng Jiang, Renjie Nie, Hantang Qin, Rayne Wolf, Pengyu Zhang and Jacob Kocemba pose beside G-Force One, the jet in which they tested their zero-gravity 3D printing technique. Photo: University of Wisconsin–Madison

Research Faculty and Staff

White man with light brown hair wearing a navy jacket

Michael Biehler

Position title: Assistant Professor

Research lab website

Industrial & Systems Engineering

  • AI for manufacturing
  • 3D/4D printing optimization
  • Real-time process control
  • Multimodal sensor fusion
  • Digital twins & soft sensing
  • Cyber-physical system security
  • Point cloud learning & defect detection
Asian man with black hair and wearing a tie

Hantang Qin

Position title: Assistant Professor

Research lab website

Industrial & Systems Engineering

  • In-space manufacturing
  • Additive manufacturing
  • 3D printing
  • Micro/nano manufacturing
  • Electrohydrodynamic
  • In-situ monitoring
  • Quality engineering

Robert Radwin

Position title: Duane H. and Dorothy M. Bluemke Professor

Research lab website

Industrial & Systems Engineering

  • Occupational ergonomics and biomechanics
  • Ergonomics design of manually operated products, hand tools and equipment
  • Measurements and methods for assessing exposure to physical stress in the workplace
  • Causes and prevention of work related musculoskeletal injuries
  • Quantifying functional deficits associated with musculoskeletal and neuromuscular disorders
  • Rehabilitation engineering
  • Ergonomics of medical instruments, procedures and simulations
Mature Indian man wearing glasses and a red tie.

Raj Veeramani

Position title: E-Business Professor

Research lab website

Industrial & Systems Engineering

  • Industrial data analytics and intelligent decision-making
  • Data science and AI-enabled business process improvement and automation
  • Internet of Things (IoT)
  • Smart manufacturing and connected enterprise
  • Supply chain management and optimization
  • E-business technologies and strategies
Asian man with black hair who is wearing glasses and a tie.

Andi Wang

Position title: Assistant Professor

Research lab website

Industrial & Systems Engineering

Mature asian man wearing glasses

Shiyu Zhou

Position title: David H. Gustafson Department Chair and Vilas Distinguished Achievement Professor

Research lab website

Industrial & Systems Engineering

  • Model variation using sensor data
  • Sensor fusion and pattern recognition
  • Fast calibration and process automation

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