Mattia Battaglia

Personal profile

Position at the ZHAW

www.zhaw.ch/en/engineering/institutes-centres/icp-institute-of-computational-physics/organic-electronics-and-photovoltaics/

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

• 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

• 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

• 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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