Semi-supervised Learning for Data-driven Soft-sensing of Biological and Chemical Processes

no code implementations • 29 Jul 2021 • Erik Esche, Torben Talis, Joris Weigert, Gerardo Brand-Rihm, Byungjun You, Christian Hoffmann, Jens-Uwe Repke

Continuously operated (bio-)chemical processes increasingly suffer from external disturbances, such as feed fluctuations or changes in market conditions.

regression

$\mathrm{La}_{\mathrm{1-}x} \mathrm{Mn}_{\mathrm{1-}y} \mathrm{O}_{\mathrm{1\pm}δ}$ buffer layers on inclined substrate deposited MgO templates for coated conductors

no code implementations • 2 Dec 2020 • Oleksiy Troshyn, Christian Hoffmann, Veit Große, Jens Hänisch, Lucas Becker, Rudolf Gross

The wide range of LMO growth parameters and higher $J_\mathrm{c}$ values of DyBCO on LMO compared to DyBCO on homoepi-MgO make this material attractive for its use in manufacturing coated conductors based on ISD-MgO technology.

Superconductivity Materials Science

On Approximate Nonlinear Gaussian Message Passing On Factor Graphs

no code implementations • 21 Mar 2019 • Eike Petersen, Christian Hoffmann, Philipp Rostalski

Factor graphs have recently gained increasing attention as a unified framework for representing and constructing algorithms for signal processing, estimation, and control.