Mattia Battaglia

Mattia Battaglia
ZHAW
School of Engineering
Forschungsschwerpunkt Organic Electronics & Photovoltaics
Technikumstrasse 71
8400 Winterthur
Personal profile
Position at the ZHAW
Projects
- Advanced Imaging and Machine Learning for PV Quality Assurance / Deputy project leader / Project ongoing
- ThermoPlaner3D / Project leader / Project ongoing
- Enhanced blood flow and pressure measurements with PhysioCath-microcatheter for reliable diagnosis of 'Ischemia with Non-Obstructive Coronary Artery' (INOCA) / Team member / Project ongoing
Publications
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Battaglia, Mattia; Comi, Ennio; Stadelmann, Thilo; Hiestand, Roman; Ruhstaller, Beat; Knapp, Evelyne,
2023.
Deep ensemble inverse model for image-based estimation of solar cell parameters.
APL Machine Learning.
Available from: https://doi.org/10.21256/zhaw-28346
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Comi, Ennio; Knapp, Evelyne; Battaglia, Mattia; Kirsch, Christoph; Weidmann, Stefano; Jenatsch, Sandra; Hiestand, Roman; Bonmarin, Mathias; Ruhstaller, Beat; et al.,
2022.
Electro-thermal model for lock-in infrared imaging of defects in perovskite solar cells [paper].
In:
EU PVSEC Proceedings.
8th World Conference on Photovoltaic Energy Conversion, Milan, Italy, 26-30 September 2022.
WIP.
pp. 241-246.
Available from: https://doi.org/10.4229/WCPEC-82022-2BO.8.3
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Knapp, Evelyne; Battaglia, Mattia; Stadelmann, Thilo; Jenatsch, Sandra; Ruhstaller, Beat,
2021.
XGBoost trained on synthetic data to extract material parameters of organic semiconductors [paper].
In:
Proceedings of the 8th SDS.
8th Swiss Conference on Data Science, Lucerne, Switzerland, 9 June 2021.
IEEE.
pp. 46-51.
Available from: https://doi.org/10.1109/SDS51136.2021.00015