logo
CanyamAI summaries for academic research
language
MobileMobile
  • Phone FeatureWeChat Mini Program
EnglishEnglish
noticeNotice
BlogBlog
delete
arrow
Back
J

Jan G. Rittig

RWTH Aachen University

14H-index
44Paper Count
641Citation Count
Published Papers 13
Publication Date
logo
Federated learning from molecules to processes: A perspective
errCHEMICAL ENGINEERING RESEARCH & DESIGN
IF3.9
err2026-07-10
err0
errOAAI
errJan G. Rittig; Clemens Kortmann
errShare
errSave
Predicting the equivalent alkane carbon number of oils using graph neural networks and quantum mechanical descriptors
errComputers & Chemical Engineering
IF3.9
err2025-09-30
err0
errOAAI
errChristoforos Brozos; Sandip Bhattacharya; Jan G. Rittig; Elie Akanny; Philipp Eiden; Alexander Mitsos
errShare
errSave
Exploring data augmentation: Multi-task methods for molecular property prediction
errComputers & Chemical Engineering
IF3.9
err2025-07-02
err0
errOAAI
errMuhammad bin Javaid; Timo Gervens; Alexander Mitsos; Martin Grohe; Jan G. Rittig
errShare
errSave
Predicting the temperature-dependent CMC of surfactant mixtures with graph neural networks
errCOMPUTERS & CHEMICAL ENGINEERING
IF3.9
err2025-03-01
err0
errOAAI
errBrozos, Christoforos; Rittig, Jan G.; Akanny, Elie; Bhattacharya, Sandip; Kohlmann, Christina; Mitsos, Alexander
errShare
errSave
GraphXForm: graph transformer for computer-aided molecular design
errDIGITAL DISCOVERY
IF5.6
err2025-01-01
err0
errOAAI
errPirnay, Jonathan; Rittig, Jan G.; Wolf, Alexander B.; Grohe, Martin; Burger, Jakob; Mitsos, Alexander; Grimm, Dominik G.
errShare
errSave
ML-SAFT: A machine learning framework for PCP-SAFT parameter prediction
errCHEMICAL ENGINEERING JOURNAL
IF13.2
err2024-07-01
err2
errOAAI
errFelton, Kobi C.; Rasspe-Lange, Lukas; Rittig, Jan G.; Leonhard, Kai; Mitsos, Alexander; Meyer-Kirschner, Julian; Knoesche, Carsten; Lapkin, Alexei A.
errShare
errSave
Predicting the Temperature Dependence of Surfactant CMCs Using Graph Neural Networks
errJOURNAL OF CHEMICAL THEORY AND COMPUTATION
IF5.5
err2024-06-26
err2
errOAAI
errBrozos, Christoforos; Rittig, Jan G.; Bhattacharya, Sandip; Akanny, Elie; Kohlmann, Christina; Mitsos, Alexander
errShare
errSave
Thermodynamics-consistent graph neural networks
errCHEMICAL SCIENCE
IF7.4
err2024-01-01
err0
errOAAI
errRittig, Jan G.; Mitsos, Alexander
errShare
errSave
Physical pooling functions in graph neural networks for molecular property prediction
errCOMPUTERS & CHEMICAL ENGINEERING
IF3.9
err2023-04-01
err19
errOAAI
errSchweidtmann, Artur M.; Rittig, Jan G.; Weber, Jana M.; Grohe, Martin; Dahmen, Manuel; Leonhard, Kai; Mitsos, Alexander
errShare
errSave
Graph neural networks for temperature-dependent activity coefficient prediction of solutes in ionic liquids
errCOMPUTERS & CHEMICAL ENGINEERING
IF3.9
err2023-03-01
err30
errOAAI
errRittig, Jan G.; Hicham, Karim Ben; Schweidtmann, Artur M.; Dahmen, Manuel; Mitsos, Alexander
errShare
errSave
Gibbs-Duhem-informed neural networks for binary activity coefficient prediction
errDIGITAL DISCOVERY
IF5.6
err2023-01-01
err9
errOAAI
errRittig, Jan G.; Felton, Kobi C.; Lapkin, Alexei A.; Mitsos, Alexander
errShare
errSave
Graph machine learning for design of high-octane fuels
errAICHE JOURNAL
IF4
err2022-12-22
err18
errOAAI
errRittig, Jan G. G.; Ritzert, Martin; Schweidtmann, Artur M. M.; Winkler, Stefanie; Weber, Jana M. M.; Morsch, Philipp; Heufer, Karl Alexander; Grohe, Martin; Mitsos, Alexander; Dahmen, Manuel
errShare
errSave
Designing production-optimal alternative fuels for conventional, flexible-fuel, and ultra-high efficiency engines
errCHEMICAL ENGINEERING SCIENCE
IF4.3
err2021-06-01
err16
PREAI
errKoenig, Andrea; Siska, Maximilian; Schweidtmann, Artur M.; Rittig, Jan G.; Viell, Jorn; Mitsos, Alexander; Dahmen, Manuel
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
A
Alexei A. Lapkin
H-index: 56 · Papers: 356
A
Alexander Mitsos
H-index: 53 · Papers: 586
M
Martin Grohe
H-index: 48 · Papers: 372
K
Kai Leonhard
H-index: 34 · Papers: 267
A
Andrea König
H-index: 33 · Papers: 157
View more