Physics-Enhanced Machine Learning for High-Temperature Heat Pump Compressor Design
Physics-Enhanced Machine Learning (PEML) accelerates High-Temperature Heat Pump compressor optimization by coupling 3D Inverse Design with surrogate modeling. Using 15...
Physics-Enhanced Machine Learning for Design of a Rocket Engine Turbopump
This blog describes how a Machine Learning algorithm can successfully design a high performance, single component rocket engine turbopump. The Problem: Rocket turbopumps...
Designing a Micro Gas Turbine for Standby Emergency Power Generation
ADT and Siemens have partnered to demonstrate a rapid, blank-page-to-concept design workflow for an emergency Micro Gas Turbine (MGT).
By coupling Siemens Simcenter...


