Jointly published with GlobalFoundries

• 2025 ASMC General Framework for Processing Time Prediction and Machine Availability for all Fab Equipment

• 2023 WinterSim Processing Time and Machine Availability Prediction in Semiconductor Manufacturing Using Neural Networks

Jointly published with Micron

• 2024 WinterSim Supporting Fab Operations Using Multi-Agent Reinforcement Learning

• 2024 ASMC Supporting Fab Operations Using Multi-Agent Reinforcement Learning

Jointly published with the SEMI consortium

• 2024 Digital Twins in Semiconductor Manufacturing

Others

• 2025 WinterSim Hybrid Simulation and Learning Framework for Wip Prediction in Semiconductor Fabs

• 2025 WinterSim Predictive Modeling in Semiconductor Manufacturing: A Systematic Review of Cycle Time Prediction, Anomaly Detection, and Digital Twin Integration

• 2023 ASMC The impact of data fragmentation on processing time modeling in semiconductor manufacturing