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

News

Fokus Datenwissenschaften - Maschinelles Lernen, Hybride Modellierung und Digitale Zwillinge als Forschungsschwerpunkte

Dahmen, Manuel
2023

“...Dahmen, Manuel...”

5

Contribution to a book

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

Zhang, Dongda
2023

“...Dahmen, Manuel...”
OpenAccess

6

Conference Presentation

Physics-Informed Neural Networks (PINNs) for Modeling Dynamic Processes Based on Limited Physical Knowledge and Data

Velioglu, Mehmet
2023

“...Dahmen, Manuel...”

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

Conference Presentation

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

Mayfrank, Daniel
2023

“...Dahmen, Manuel...”

14

Conference Presentation

Scenario Generation for Day-Ahead Scheduling Problems Using Normalizing Flows

Cramer, Eike
2023

“...Dahmen, Manuel...”

15

Preprint

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

Hilger, Hannes
2023

“...Dahmen, Manuel...”
OpenAccess

16

Contribution to a conference proceedings

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

Baader, Florian
2023

“...Dahmen, Manuel...”
OpenAccess

17

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

18

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

19

Journal Article

Toward co-optimization of renewable fuel blend production and combustion in ultra-high efficiency SI engines

Burkardt, Patrick
2023

International journal of engine research, 24 (2023) 1, S. 29-41

“...Dahmen, Manuel...”

20

Journal Article

Validation methods for energy time series scenarios from deep generative models

Cramer, Eike
2022

IEEE access, 10 (2022) S. 8194 - 8207

“...Dahmen, Manuel...”
OpenAccess

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