JuLib | Articles & more - {"Schweidtmann, Artur"}

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 -

“...Schweidtmann, Artur M....”
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 -

“...Schweidtmann, Artur M....”
OpenAccess

3

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

“...Schweidtmann, Artur M....”
OpenAccess

4

Contribution to a book

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

Zhang, Dongda
2023

“...Schweidtmann, Artur M....”
OpenAccess

5

Journal Article

Geometry optimization of a continuous millireactor via CFD and Bayesian optimization

Begall, Moritz J.
2023

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

“...Schweidtmann, Artur M....”
OpenAccess

6

Journal Article

Graph machine learning for design of high‐octane fuels

Rittig, Jan G.
2023

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

“...Schweidtmann, Artur M....”
OpenAccess Restricted

7

Preprint

Graph Machine Learning for Design of High-Octane Fuels

Rittig, Jan G.
2022

“...Schweidtmann, Artur M....”
OpenAccess

8

Preprint

Physical Pooling Functions in Graph Neural Networks for Molecular Property Prediction

Schweidtmann, Artur M.
2022

“...Schweidtmann, Artur M....”
OpenAccess

9

Preprint

Graph Neural Networks for Temperature-Dependent Activity Coefficient Prediction of Solutes in Ionic Liquids

Rittig, Jan G.
2022

“...Schweidtmann, Artur M....”
OpenAccess

10

Preprint

Graph neural networks for the prediction of molecular structure-property relationships

Rittig, Jan G.
2022

“...Schweidtmann, Artur M....”
OpenAccess

11

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

“...Schweidtmann, Artur M....”
OpenAccess

12

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 -

“...Schweidtmann, Artur M....”
OpenAccess

13

Journal Article

Machine Learning in Chemical Engineering: A Perspective

Schweidtmann, Artur M.
2021

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

“...Schweidtmann, Artur M....”
OpenAccess

14

Poster

Fuel design by combined machine learning and predictive thermodynamics

Fleitmann, Lorenz
2021

“...Schweidtmann, Artur...”

15

Journal Article

Deterministic global optimization with Gaussian processes embedded

Schweidtmann, Artur M.
2021

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

“...Schweidtmann, Artur M....”
OpenAccess

16

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

“...Schweidtmann, Artur M....”
OpenAccess

17

Preprint

Global Optimization of Gaussian Processes

Schweidtmann, Artur M.
2020

“...Schweidtmann, Artur M....”
OpenAccess OpenAccess

18

Preprint

Graph Neural Networks for Prediction of Fuel Ignition Quality

Schweidtmann, Artur
2020

“...Schweidtmann, Artur...”
OpenAccess

19

Journal Article

Graph Neural Networks for Prediction of Fuel Ignition Quality

Schweidtmann, Artur M.
2020

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

“...Schweidtmann, Artur M....”
Get full text Published on 2020-08-12. Available in OpenAccess from 2021-08-12.

20

Contribution to a conference proceedings
Contribution to a book

Hybrid Mechanistic Data-Driven Modeling for the Deterministic Global Optimization of a Transcritical Organic Rankine Cycle

Huster, Wolfgang
2020

“...Schweidtmann, Artur...”
OpenAccess

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