crossrefNext-Generation Digital Twins - Intelligence, Integration, and Innovation [Working Title]2026-04-23
Development of a Fast-Solving Machine Learning Surrogate Model for a Pharmaceutical Manufacturing Digital Twin
High-fidelity models (HFMs) for twin-screw wet granulation (TSWG) are often too computationally expensiv//e for routine calibration, optimization, and digital twin deployment. This chapter presents a faster, cheaper, and easier-to-use surrogate modeling workflow that preserves HF…