default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDMarkus Kley
Person information
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
2020 – today
- 2026
[j1]Lennart Kopp
, Niels Ockert, Luca Cadau, Markus Kley:
Development of a digital twin of a powertrain for efficiency estimations with machine learning and physical modeling. Adv. Model. Simul. Eng. Sci. 13(1): 13 (2026)- 2025
- [c14]Lennart Kopp, Jan-Niklas Molan, Benjamin Oppold, Lukas Steidle, Markus Kley:
Digital Twin of a Frequency Converter of an Asynchronous Machine for a Real Time Prediction in Stationary Operating Points Utilizing Machine Learning Methods. KES 2025: 144-153 - [c13]Lukas Steidle, Lennart Kopp, Jan-Niklas Molan, Daniel Proksch, Markus Kley:
Evaluation and Discussion of Virtual Sensor for Torque Prediction in Induction Machines under Dynamic Conditions. KES 2025: 1527-1536 - [c12]Timo König, Akash Mangaluru Ramananda, Fabian Wagner, Markus Kley, Marcus Liebschner:
Comparison of Conditional and Non-Conditional Data Augmentation Approaches with Generative Adversarial Networks: A Case Study on Bearing Fault Diagnosis. KES 2025: 1696-1705 - [c11]Fabian Wagner, Akash Mangaluru Ramananda, Markus Kley, Marcus Liebschner:
Multi-Objective Feature Selection for Prognostics and Health Management Applications. KES 2025: 1796-1805 - [c10]Akash Mangaluru Ramananda, Niels Ockert, Patrick Harfmann, Areeb Ansari, Holger Zinke, Tim Dahmen, Markus Kley:
Efficient Operation Definition for Screw Compressors with Sensor Configuration and Feature Engineering Techniques. KES 2025: 1896-1905 - [c9]Akash Mangaluru Ramananda, Niels Ockert, Patrick Harfmann, Holger Zinke, Markus Kley:
Multi-Fault Diagnosis of Screw Compressors with Ensemble Learning: A Data-Driven Approach for Condition Monitoring. KES 2025: 2264-2273 - 2024
- [c8]Patrick Harfmann, Akash Mangaluru Ramananda, Fabian Wagner, Vishnu Murali, Lokesh Sharath Babu, Magnus Nigmann, Markus Kley:
Evaluation of Feature Selection and Pre-Processing Techniques for Ethylene Glycol-Water Ratio Classification in Process Thermostat. KES 2024: 1446-1455 - [c7]Timo König, Akash Mangaluru Ramananda, Fabian Wagner, Markus Kley:
A LSTM-GAN Algorithm for Synthetic Data Generation of Time Series Data for Condition Monitoring. KES 2024: 1508-1517 - [c6]Akash Mangaluru Ramananda, Timo König, Fabian Wagner, Markus Kley:
Virtual Sensor Conceptualization for Rotation Speed and Torque Prediction: A Case Study of Two-Stage Reduction Gearbox. KES 2024: 1982-1991 - 2023
- [c5]Timo König, Luca Cadau, Fabian Wagner, Markus Kley:
A generative adversarial network-based data augmentation approach with transient vibration data. KES 2023: 1340-1349 - [c4]Timo König, Markus Kley:
A software framework for virtual testing of a production control system. KES 2023: 1495-1503 - 2022
- [c3]Fabian Wagner, Timo König, Moritz Benninger, Markus Kley, Marcus Liebschner:
Generation of synthetic data with low-dimensional features for condition monitoring utilizing Generative Adversarial Networks. KES 2022: 634-643 - [c2]Lukas Bauer, Leon Stütz, Patrick Beck, Wilhelm G. Kleppmann, Markus Kley:
Improved design of experiments method for machine-learning-based modelling of gearbox efficiency in a test rig environment. KES 2022: 1124-1133 - 2021
- [c1]Lukas Bauer, Patrick Beck, Leon Stütz, Markus Kley:
Enhanced efficiency prediction of an electrified off-highway vehicle transmission utilizing machine learning methods. KES 2021: 417-426
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2026-07-12 23:33 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated, funded, and maintained by:
Schloss Dagstuhl - Leibniz Center for Informatics is a member of the Leibniz Association and is funded by the federal government of Germany and the states of Germany, especially Saarland and Rhineland‑Palatinate.
