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11/21/2022
Safe Optimization of an Industrial Refrigeration Process Using an Adaptive and Explorative Framework
Many industrial applications rely on real-time optimization to improve k...
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11/11/2022
Semi-supervised Variational Autoencoder for Regression: Application on Soft Sensors
We present the development of a semi-supervised regression method using ...
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11/10/2022
Adaptive Real Time Exploration and Optimization for Safety-Critical Systems
We consider the problem of decision-making under uncertainty in an envir...
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04/03/2022
Learning Linear Representations of Nonlinear Dynamics Using Deep Learning
The vast majority of systems of practical interest are characterised by ...
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11/23/2021
