Search Results for author: Kai Goebel

Found 2 papers, 1 papers with code

Health Index Estimation Through Integration of General Knowledge with Unsupervised Learning

1 code implementation8 May 2024 Kristupas Bajarunas, Marcia L. Baptista, Kai Goebel, Manuel A. Chao

Hybrid models combining prior knowledge about degradation with deep learning models have been proposed to overcome this challenge.

General Knowledge

Real-Time Model Calibration with Deep Reinforcement Learning

no code implementations7 Jun 2020 Yuan Tian, Manuel Arias Chao, Chetan Kulkarni, Kai Goebel, Olga Fink

The dynamic, real-time, and accurate inference of model parameters from empirical data is of great importance in many scientific and engineering disciplines that use computational models (such as a digital twin) for the analysis and prediction of complex physical processes.

reinforcement-learning Reinforcement Learning (RL)

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