Process ML - Predictions
Process ML (PML)
⚡ Plasma Etch Rate Prediction
A deep learning model trained on a physics-inspired surrogate equation representing plasma etching, a core process in semiconductor manufacturing. This demo shows how machine learning can support precise rate prediction and ultimately enable smarter process control on advanced equipment.
🚀 Try the Plasma Etch Prediction Model →
📖 Read the article →
🧪 CSTR Surrogate Model
A neural network model trained on the classic Continuous Stirred Tank Reactor (CSTR) system. This demonstration shows how even a well-understood process can benefit from data-driven simulation and rapid what-if analysis.