JuLib | Articles & more - {Dahmen, Manuel}

1

Optimal design of a local renewable electricity supply system for power-intensive production processes with demand response

Germscheid, Sonja
2024

Computers & chemical engineering, 185 (2024) S. 108656 -

“...Dahmen, Manuel...”
OpenAccess

2

Journal Article

A Recursively Recurrent Neural Network (R2N2) Architecture for Learning Iterative Algorithms

Doncevic, Danimir
2024

SIAM journal on scientific computing, 46 (2024) 2, S. A719 - A743

“...Dahmen, Manuel...”
OpenAccess

3

Preprint

Optimal design of a local renewable electricity supply system for power-intensive production processes with demand response

Germscheid, Sonja
2024

“...Dahmen, Manuel...”
OpenAccess

4

Journal Article

Graph machine learning for design of high‐octane fuels

Rittig, Jan G.
2023

AIChE journal, 69 (2023) 4, S. e17971

“...Dahmen, Manuel...”
OpenAccess Restricted

5

Journal Article

Molecular Design of Fuels for Maximum Spark-Ignition Engine Efficiency by Combining Predictive Thermodynamics and Machine Learning

Fleitmann, Lorenz
2023

Energy & fuels, 37 (2023) 3, S. 2213–2229

“...Dahmen, Manuel...”
OpenAccess

6

Contribution to a book

Graph Neural Networks for the Prediction of Molecular Structure–Property Relationships

Zhang, Dongda
2023

“...Dahmen, Manuel...”
OpenAccess

7

Journal Article

Graph neural networks for temperature-dependent activity coefficient prediction of solutes in ionic liquids

Rittig, Jan G.
2023

Computers & chemical engineering, 171 (2023) S. 108153 -

“...Dahmen, Manuel...”
OpenAccess

8

Journal Article

Physical pooling functions in graph neural networks for molecular property prediction

Schweidtmann, Artur M.
2023

Computers & chemical engineering, 172 (2023) S. 108202 -

“...Dahmen, Manuel...”
OpenAccess

9

Journal Article

Demand response for flat nonlinear MIMO processes using dynamic ramping constraints

Baader, Florian
2023

Computers & chemical engineering, 172 (2023) S. 108171 -

“...Dahmen, Manuel...”
OpenAccess

10

Preprint

End-to-End Reinforcement Learning of Koopman Models for Economic Nonlinear Model Predictive Control

Mayfrank, Daniel
2023

“...Dahmen, Manuel...”
OpenAccess

11

Journal Article

Multivariate probabilistic forecasting of intraday electricity prices using normalizing flows

Cramer, Eike
2023

Applied energy, 346 (2023) S. 121370 -

“...Dahmen, Manuel...”
OpenAccess OpenAccess

12

Journal Article

Demand response scheduling of copper production under short-term electricity price uncertainty

Germscheid, Sonja
2023

Computers & chemical engineering, 178 (2023) S. 108394 -

“...Dahmen, Manuel...”
Published on 2023-08-26. Available in OpenAccess from 2025-08-26.

13

Preprint

Multivariate Scenario Generation of Day-Ahead Electricity Prices using Normalizing Flows

Hilger, Hannes
2023

“...Dahmen, Manuel...”
OpenAccess

14

Contribution to a conference proceedings

Heuristic Dynamic Ramping Constraints for Demand Response of Processes with Internal Dynamics

Baader, Florian
2023

“...Dahmen, Manuel...”
OpenAccess

15

Journal Article

Simultaneous mixed‐integer dynamic scheduling of processes and their energy systems

Baader, Florian
2022

AIChE journal, 68 (2022) 8, S. e17741

“...Dahmen, Manuel...”
OpenAccess

16

Journal Article

Simultaneous optimization of design and operation of an air-cooled geothermal ORC under consideration of multiple operating points

Langiu, Marco
2022

Computers & chemical engineering, 161 (2022) S. 107745 -

“...Dahmen, Manuel...”
Published on 2022-03-03. Available in OpenAccess from 2024-03-03.

17

Journal Article

Normalizing flow-based day-ahead wind power scenario generation for profitable and reliable delivery commitments by wind farm operators

Cramer, Eike
2022

Computers & chemical engineering, 166 (2022) S. 107923 -

“...Dahmen, Manuel...”
OpenAccess

18

Journal Article

Personalized Algorithm Generation: A Case Study in Learning ODE Integrators

Guo, Yue
2022

SIAM journal on scientific computing, 44 (2022) 4, S. A1911 - A1933

“...Dahmen, Manuel...”
OpenAccess

19

Preprint

Demand Response for Flat Nonlinear MIMO Processes using Dynamic Ramping Constraints

Baader, Florian
2022

“...Dahmen, Manuel...”
OpenAccess

20

Journal Article

Dynamic ramping for demand response of processes and energy systems based on exact linearization

Baader, Florian
2022

Journal of process control, 118 (2022) S. 218 - 230

“...Dahmen, Manuel...”
OpenAccess Restricted

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