Robert Boschgmbh

Stefan Falkner

Ulrich Sauter

Felix Berkenkamp

Anna Eivazi

Kathrin Skubch

Matthias Martin Hanauer

Jonathan Spitz

Felix Eberhard Hildebrand

Lukas Grossberger

A method for operating a gas sensor system comprising a gas sensor, in order to provide a concentration variable of a gas concentration of a gas component in a sample gas. The method includes: measuring the gas concentration during a measurement process in order to obtain a temporal evolution of a sensor signal as a function of the gas concentration; determining the concentration variable using a data-based sensor model as a function of the temporal evolution of the sensor signal, the data-based sensor model being trained to take into account a behavior of the sensor outside the measurement process in order to ascertain the concentration variable.

Method and device for operating a gas sensor

A method for controlling a physical system. The method includes training a neural network to output, for a plurality of tasks, a result of the task carried out, in each case in response to the input of a control configuration of the physical system and the input of a value of a task input parameter; ascertaining a control configuration for a further task with the aid of Bayesian optimization, the neural network, parameterized by the task input parameter, being used as a model for the relationship between control configuration and result; and controlling the physical system according to the control configuration to carry out the further task.

Device and method for controlling a physical system

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Renningen, Germany

Stefan Falkner