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Matschek, Janine
18  results:
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1

Machine learning for control of (bio)chemical manufacturing..:

, In: Artificial Intelligence in Manufacturing,
Himmel, Andreas ; Matschek, Janine ; Kok (Louis), Rudolph... - p. 181-240 , 2024
Link: https://doi.org/10.1016/..
 
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2

Contributors:

, In: Artificial Intelligence in Manufacturing,
Baldea, Michael ; Beykal, Burcu ; Braatz, Richard D.... - p. ix-xii , 2024
Link: https://doi.org/10.1016/..
 
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3

Safe Machine-Learning-Supported Model Predictive Force and ..:

Matschek, Janine ; Bethge, Johanna ; Findeisen, Rolf
IEEE Transactions on Control Systems Technology.  31 (2023)  6 - p. 2380-2392 , 2023
Link: https://doi.org/10.1109/..
 
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4

Necessary Optimality Conditions for Fast Lithium-ion Batter..:

, In: 2023 American Control Conference (ACC),
Matschek, Janine ; Berliner, Marc D. ; Himmel, Andreas.. - p. 3783-3789 , 2023
Link: https://doi.org/10.23919..
 
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5

Safe Exploration Learning Supported Model Predictive Contro..:

, In: 2022 American Control Conference (ACC),
Morabito, Bruno ; Nguyen, Hoang Hai ; Matschek, Janine. - p. 2631-2636 , 2022
Link: https://doi.org/10.23919..
 
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6

Learning secure corridors for model predictive path followi..:

, In: 2022 European Control Conference (ECC),
Holzmann, Philipp ; Matschek, Janine ; Pfefferkorn, Maik. - p. 1772-1777 , 2022
Link: https://doi.org/10.23919..
 
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7

Learning References with Gaussian Processes in Model Predic..:

, In: 2020 European Control Conference (ECC),
Matschek, Janine ; Gonschorek, Tim ; Hanses, Magnus... - p. 362-367 , 2020
Link: https://doi.org/10.23919..
 
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8

Direct Force Feedback using Gaussian Process based Model Pr..:

, In: 2020 IEEE Conference on Control Technology and Applications (CCTA),
Matschek, Janine ; Jordanowa, Reni ; Findeisen, Rolf - p. 8-13 , 2020
Link: https://doi.org/10.1109/..
 
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9

Towards nominal stability certification of deep learning-ba..:

, In: 2020 American Control Conference (ACC),
Nguyen, Hoang Hai ; Matschek, Janine ; Zieger, Tim... - p. 3886-3891 , 2020
Link: https://doi.org/10.23919..
 
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10

Nonlinear Predictive Control for Trajectory Tracking and Pa..:

, In: Handbook of Model Predictive Control; Control Engineering,
Matschek, Janine ; Bäthge, Tobias ; Faulwasser, Timm. - p. 169-198 , 2018
Link: https://doi.org/10.1007/..
 
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11

Mathematical 3D modelling and sensitivity analysis of multi..:

Matschek, Janine ; Bullinger, Eric ; von Haeseler, Friedrich..
Mathematical Biosciences.  284 (2017)  - p. 51-60 , 2017
Link: https://doi.org/10.1016/..
 
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12

Safe Machine-Learning-supported Model Predictive Force and ..:

Matschek, Janine ; Bethge, Johanna ; Findeisen, Rolf
http://arxiv.org/abs/2303.04569.  , 2023
Link: http://arxiv.org/abs/230..
 
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13

Machine Learning for Process Control of (Bio)Chemical Proce..:

Himmel, Andreas ; Matschek, Janine ; Kok, Rudolph...
http://arxiv.org/abs/2301.06073.  , 2023
Link: http://arxiv.org/abs/230..
 
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14

Learning-supported and force feedback model predictive cont..:

Matschek, Janine
1761695037.  , 2021
Link: https://opendata.uni-hal..
 
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15

Learning References with Gaussian Processes in Model Predic..:

Matschek, Janine ; Gonschorek, Tim ; Hanses, Magnus...
http://arxiv.org/abs/1911.10793.  , 2019
Link: http://arxiv.org/abs/191..
 
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