Andreas B. Ofner

Statistics

Publications

Citations

109

H-Index

Active since

2021

Affiliations

Graz University of Technology(Current)

Know Center Research GmbH (Austria)

Andreas B. Ofner is an author at Graz University of Technology specializing in machine learning, mechanical engineering, and in-cylinder pressure analysis.

ORCID

Publications per year

2021–2022

Publications

Detection of Knocking Combustion Using the Continuous Wavelet Transformation and a Convolutional Neural Network

Achilles Kefalas, Andreas B. Ofner, Gerhard Pirker et al. · Energies · 2021 · 28 citations · Full text

Engineering, Computer Science, Mechanical Engineering +17

Theory-inspired machine learning—towards a synergy between knowledge and data

Johannes G. Hoffer, Andreas B. Ofner, Franz M. Rohrhofer et al. · Welding in the World · 2022 · 25 citations · Full text

Natural Sciences, Manufacturing Engineering, Materials Science +14

Estimation of Combustion Parameters from Engine Vibrations Based on Discrete Wavelet Transform and Gradient Boosting

Achilles Kefalas, Andreas B. Ofner, Gerhard Pirker et al. · Sensors · 2022 · 19 citations · Full text

Engineering, Mechanical Engineering, Combustion +16

In-cylinder pressure reconstruction from engine block vibrations via a branched convolutional neural network

Andreas B. Ofner, Achilles Kefalas, Stefan Posch et al. · Mechanical Systems and Signal Processing · 2022 · 19 citations

Engineering, Automotive Engineering, Mechanical Engineering +16

Knock Detection in Combustion Engine Time Series Using a Theory-Guided 1-D Convolutional Neural Network Approach

Andreas B. Ofner, Achilles Kefalas, Stefan Posch et al. · IEEE/ASME Transactions on Mechatronics · 2022 · 18 citations · Full text

Computing, Computer Science, Mechanical Engineering +17

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