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

“...Dahmen, Manuel...”
OpenAccess

2

Journal Article

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

3

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

4

News

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

Dahmen, Manuel
2023

“...Dahmen, Manuel...”

5

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

6

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

7

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

8

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.

9

Conference Presentation

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

Velioglu, Mehmet
2023

“...Dahmen, Manuel...”

10

Preprint

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

Mayfrank, Daniel
2023

“...Dahmen, Manuel...”
OpenAccess

11

Conference Presentation

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

Mayfrank, Daniel
2023

“...Dahmen, Manuel...”

12

Conference Presentation

Scenario Generation for Day-Ahead Scheduling Problems Using Normalizing Flows

Cramer, Eike
2023

“...Dahmen, Manuel...”

13

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

14

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

15

Contribution to a book

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

Zhang, Dongda
2023

“...Dahmen, Manuel...”
OpenAccess

16

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...”

17

Journal Article

Demand response potential of industrial processes considering uncertain short‐term electricity prices

Germscheid, Sonja
2022

AIChE journal, 68 (2022) 11, S. e17828

“...Dahmen, Manuel...”
OpenAccess

18

Journal Article

Principal component density estimation for scenario generation using normalizing flows

Cramer, Eike
2022

Data-centric engineering, 3 (2022) S. e7

“...Dahmen, Manuel...”
Get full text OpenAccess

19

Preprint

Nonlinear Isometric Manifold Learning for Injective Normalizing Flows

Cramer, Eike
2022

“...Dahmen, Manuel...”
OpenAccess

20

Preprint

Normalizing Flow-based Day-Ahead Wind Power Scenario Generation for Profitable and Reliable Delivery Commitments by Wind Farm Operators

Cramer, Eike
2022

“...Dahmen, Manuel...”
OpenAccess

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