Mattia Battaglia
Mattia Battaglia
ZHAW
School of Engineering
Forschungsschwerpunkt Organic Electronics & Photovoltaics
Technikumstrasse 71
8400 Winterthur
Projects
- Polysun-ML / Project co-leader / Project ongoing
- Advanced Imaging and Machine Learning for PV Quality Assurance / Deputy project leader / Project ongoing
- ThermoPlaner3D / Project co-leader / Project completed
- Enhanced blood flow and pressure measurements with PhysioCath-microcatheter for reliable diagnosis of 'Ischemia with Non-Obstructive Coronary Artery' (INOCA) / Team member / Project completed
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.
1(3), pp. 036108.
Available from: https://doi.org/10.1063/5.0139707
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Striewski, Friedrich; Comi, Ennio Luigi; Tiefenbacher, Fiona; Lack, Natalie; Battaglia, Mattia; Bleisch, Susanne,
2024.
In:
EnvirVis2024.
Visualization in Environmental Sciences 2024 Workshop (EnvirVis), co-located with the 26th 26th EG Conference on Visualization (EuroVis), Odense, Denmark, 27-31 May 2024.
The Eurographics Association.
Available from: https://doi.org/10.2312/envirvis.20241135
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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
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Bleisch, Susanne; Battaglia, Mattia; Comi, Ennio; Seiffert, Urs; Landtwing, Emese; Lack, Natalie; Tiefenbacher, Fiona,
2023.
Wärmedurchblick mit dem ThermoPlaner3D.
Bulletin.ch.
(7), pp. 49-51.
Available from: https://doi.org/10.21256/zhaw-29041
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Comi, Ennio; Jenatsch, Sandra; Blülle, Balthasar; Battaglia, Mattia; Torre Cachafeiro, Miguel Angel; Kirsch, Christoph; Hiestand, Roman; Aeberhard, Urs; Ruhstaller, Beat; Knapp, Evelyne,
2023.
In:
Proceedings of the 40th European Photovoltaic Solar Energy Conference and Exhibition.
40th European Photovoltaic Solar Energy Conference and Exhibition (EU PVSEC), Lisbon, Portugal, 18-22 September 2023.
München:
WIP.
pp. 020077-001-020077-022.