DaMoQ: Eine Open-Source-MATLAB-Toolbox zur Bewertung von Daten- und Modellqualität in Regressionen. - Wolfgang Doneit 001; Ralf Mikut; Lutz Gröll; Tim Pychynski; Markus Reischl (Autom., 2017)

Predicting Quality of Automated Welding with Machine Learning and Semantics: A Bosch Case Study. - Baifan Zhou; Yulia Svetashova; Seongsu Byeon; Tim Pychynski; Ralf Mikut; Evgeny Kharlamov (CIKM, 2020)

SemFE: Facilitating ML Pipeline Development with Semantics. - Baifan Zhou; Yulia Svetashova; Tim Pychynski; Ildar Baimuratov; Ahmet Soylu; Evgeny Kharlamov (CIKM, 2020)

Ontology-Enhanced Machine Learning: A Bosch Use Case of Welding Quality Monitoring. - Yulia Svetashova; Baifan Zhou; Tim Pychynski; Stefan Schmidt; York Sure-Vetter; Ralf Mikut; Evgeny Kharlamov (ISWC (2), 2020)

SemML: Reusable ML for Condition Monitoring in Discrete Manufacturing. - Yulia Svetashova; Baifan Zhou; Stefan Schmid 002; Tim Pychynski; Evgeny Kharlamov (ISWC (Demos/Industry), 2020)

Semantic ML for Manufacturing Monitoring at Bosch. - Baifan Zhou; Yulia Svetashova; Tim Pychynski; Evgeny Kharlamov (ISWC (Demos/Industry), 2020)

Machine learning with domain knowledge for predictive quality monitoring in resistance spot welding. - Baifan Zhou; Tim Pychynski; Markus Reischl; Evgeny Kharlamov; Ralf Mikut (J. Intell. Manuf., 2022)

causalAssembly: Generating Realistic Production Data for Benchmarking Causal Discovery. - Konstantin Göbler; Tobias Windisch; Tim Pychynski; Steffen Sonntag; Martin Roth; Mathias Drton (CoRR, 2023)

extttcausalAssembly: Generating Realistic Production Data for Benchmarking Causal Discovery. - Konstantin Göbler; Tobias Windisch; Mathias Drton; Tim Pychynski; Martin Roth; Steffen Sonntag (CLeaR, 2024)

Finding Root Causes for Outliers in Semantically Annotated Sensor Data. - Tim Strobel; Tim Pychynski; Andreas Harth (ESWC Satellite Events (1), 2024)

Causal Knowledge in Data Fusion: Systematic Evaluation on Quality Prediction and Root Cause Analysis. - Jingyi Yu; Tim Pychynski; Karim Said Barsim; Marco F. Huber (FUSION, 2024)

Causal Knowledge in Data Fusion Subject to Latent Confounding and Measurement Error. - Jingyi Yu; Tim Pychynski; Marco F. Huber (MFI, 2024)

CausalMan: A physics-based simulator for large-scale causality. - Nicholas Tagliapietra; Juergen Luettin; Lavdim Halilaj; Moritz Willig; Tim Pychynski; Kristian Kersting (CoRR, 2025)

Causal Mechanism Estimation in Multi-Sensor Systems Across Multiple Domains. - Jingyi Yu; Tim Pychynski; Marco F. Huber (CoRR, 2025)