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07/21/2022
Explainable AI Algorithms for Vibration Data-based Fault Detection: Use Case-adadpted Methods and Critical Evaluation
Analyzing vibration data using deep neural network algorithms is an effe...
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11/11/2021
Machine Learning-Based Optimization of Chiral Photonic Nanostructures: Evolution- and Neural Network-Based Design
Chiral photonics opens new pathways to manipulate light-matter interacti...
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10/01/2021
Prediction of Energy Consumption for Variable Customer Portfolios Including Aleatoric Uncertainty Estimation
Using hourly energy consumption data recorded by smart meters, retailers...
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05/26/2020
