JuLib | Articles & more - {"Modellierung von Energiesystemen; IEK-10"}

1

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 -

“...Modellierung von Energiesystemen; IEK-10 Modellierung von Energiesystemen...”
OpenAccess

2

Journal Article

Physical pooling functions in graph neural networks for molecular property prediction

Schweidtmann, Artur M.
2023

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

“...Modellierung von Energiesystemen; IEK-10 Modellierung von Energiesystemen...”
OpenAccess

3

Journal Article

Geometry optimization of a continuous millireactor via CFD and Bayesian optimization

Begall, Moritz J.
2023

Computers & chemical engineering, 171 (2023) S. 108140 -

“...Modellierung von Energiesystemen; IEK-10 Modellierung von Energiesystemen...”
OpenAccess

4

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

“...Modellierung von Energiesystemen; IEK-10 Modellierung von Energiesystemen...”
OpenAccess

5

Journal Article

Graph machine learning for design of high‐octane fuels

Rittig, Jan G.
2023

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

“...Modellierung von Energiesystemen; IEK-10 Modellierung von Energiesystemen...”
OpenAccess Restricted

6

Journal Article

Obey validity limits of data-driven models through topological data analysis and one-class classification

Schweidtmann, Artur M.
2022

Optimization and engineering, 23 (2022) S. 855–876

“...Modellierung von Energiesystemen; IEK-10 Modellierung von Energiesystemen...”
OpenAccess

7

Journal Article

Designing production-optimal alternative fuels for conventional, flexible-fuel, and ultra-high efficiency engines

König, Andrea
2021

Chemical engineering science, 237 (2021) S. 116562 -

“...Modellierung von Energiesystemen; IEK-10 Modellierung von Energiesystemen...”
OpenAccess

8

Journal Article

Deterministic global optimization with Gaussian processes embedded

Schweidtmann, Artur M.
2021

Mathematical programming computation, 13 (2021) 3, S. 553 - 581

“...Modellierung von Energiesystemen; IEK-10 Modellierung von Energiesystemen...”
OpenAccess

9

Journal Article

Machine Learning in Chemical Engineering: A Perspective

Schweidtmann, Artur M.
2021

Chemie - Ingenieur - Technik, 93 (2021) 12, S. 2029 - 2039

“...Modellierung von Energiesystemen; IEK-10 Modellierung von Energiesystemen...”
OpenAccess

10

Contribution to a conference proceedings
Journal Article

Deterministic Global Nonlinear Model Predictive Control with Neural Networks Embedded

Doncevic, Danimir
2020

IFAC-PapersOnLine, 53 (2020) 2, S. 5273 - 5278

“...Modellierung von Energiesystemen; IEK-10 Modellierung von Energiesystemen...”
OpenAccess

11

Journal Article

The Potential of Hybrid Mechanistic/Data‐Driven Approaches for Reduced Dynamic Modeling: Application to Distillation Columns

Schäfer, Pascal
2020

Chemie - Ingenieur - Technik, 92 (2020) 12, S. 1910 - 1920

“...Modellierung von Energiesystemen; IEK-10 Modellierung von Energiesystemen...”
OpenAccess OpenAccess

12

Journal Article

Wavelet-based grid-adaptation for nonlinear scheduling subject to time-variable electricity prices

Schäfer, Pascal
2020

Computers & chemical engineering, 132 (2020) S. 106598 -

“...Modellierung von Energiesystemen; IEK-10 Modellierung von Energiesystemen...”
Published on 2019-10-18. Available in OpenAccess from 2021-10-18. Published on 2019-10-18. Available in OpenAccess from 2021-10-18.

13

Journal Article

Graph Neural Networks for Prediction of Fuel Ignition Quality

Schweidtmann, Artur M.
2020

Energy & fuels, 34 (2020) 9, S. 11395 - 11407

“...Modellierung von Energiesystemen; IEK-10 Modellierung von Energiesystemen...”
Get full text Published on 2020-08-12. Available in OpenAccess from 2021-08-12.