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Joschka Winz
Observed name:
Winz, Joschka 1996-
Observed institution:
TU Dortmund University
ORCID:
0000-0002-1191-9675
Observed ORCID:
0000-0002-1191-9675
OpenAlex ID:
A5029068331
A hybrid dynamic model for the prediction of molten iron and slag quality indices of a large-scale blast furnace
2021
·
Pourya Azadi
, Joschka Winz
, et al.
·
Computers & Chemical Engineering
·
57
PDF
Surrogate Modeling of Fugacity Coefficients Using Adaptive Sampling
2019
·
Corina Nentwich
, Joschka Winz
, et al.
·
Industrial & Engineering Chemistry Research
·
20
Bayesian optimization of gray-box process models using a modified upper confidence bound acquisition function
2024
·
Joschka Winz
, Florian Fromme
, et al.
·
Computers & Chemical Engineering
·
10
Development of a Dynamic Gray‐Box Model of a Fermentation Process for Spore Production
2023
·
Joschka Winz
, Supasuda Assawajaruwan
, et al.
·
Chemie Ingenieur Technik
·
10
PDF
Surrogate Modeling of Thermodynamic Equilibria: Applications, Sampling and Optimization
2021
·
Joschka Winz
, Corina Nentwich
, et al.
·
Chemie Ingenieur Technik
·
10
PDF
Reliable nonlinear dynamic gray-box modeling by regularized training data estimation and sensitivity analysis
2022
·
Joschka Winz
, Sebastian Engell
·
IFAC-PapersOnLine
·
7
Optimization based sampling for gray-box modeling using a modified upper confidence bound acquisition function
2021
·
Joschka Winz
, Sebastian Engell
·
Computer-aided chemical engineering/Computer aided chemical engineering
·
7
Data-efficient surrogate modeling of thermodynamic equilibria using Sobolev training, data augmentation and adaptive sampling
2024
·
Joschka Winz
, Sebastian Engell
·
Chemical Engineering Science
·
6
Overcoming the modeling bottleneck: A methodology for dynamic gray-box modeling with optimized training data
2023
·
Joschka Winz
, Florian Fromme
, et al.
·
Journal of Process Control
·
5
A methodology for gray-box modeling of nonlinear ODE systems
2022
·
Joschka Winz
, Sebastian Engell
·
Computer-aided chemical engineering/Computer aided chemical engineering
·
2
Optimization of (Bio-) Chemical Processes with Embedded Gray-box Process Modeling
2026
·
Winz, Joschka 1996-
, Shaker Verlag
Supporting Hyperparameter Optimization in Adaptive Sampling Methods
2022
·
Joschka Winz
, Florian Fromme
, et al.
·
Computer-aided chemical engineering/Computer aided chemical engineering
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Works count:
12
Citation count:
133
H-index:
6
I10-index:
5
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