Mattia Battaglia

Projekte

• Polysun-ML / Co-Projektleiter:in / laufend
• Fortschrittliche Bildanalyse und maschinelles Lernen für die PV-Qualitätssicherung / Stellv. Projektleiter:in / laufend
• ThermoPlaner3D / Co-Projektleiter:in / abgeschlossen
• Verbesserte Messungen von Blutgeschwindigkeiten und Blutdruck mit dem PhysioCath Katheter / Teammitglied / abgeschlossen

Publikationen

• 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), S. 036108.

  Verfügbar unter: https://doi.org/10.1063/5.0139707

• Striewski, Friedrich; Comi, Ennio Luigi; Tiefenbacher, Fiona; Lack, Natalie; Battaglia, Mattia; Bleisch, Susanne,

  2024.

  Application, adaption and validation of the thermal urban road normalization algorithm in a European city [Paper].

  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.

  Verfügbar unter: https://doi.org/10.2312/envirvis.20241135

• 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.

  S. 241-246.

  Verfügbar unter: 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.

  S. 46-51.

  Verfügbar unter: https://doi.org/10.1109/SDS51136.2021.00015

• Bleisch, Susanne; Battaglia, Mattia; Comi, Ennio; Seiffert, Urs; Landtwing, Emese; Lack, Natalie; Tiefenbacher, Fiona,

  2023.

  Wärme­durch­blick mit dem Thermo­Planer3D.

  Bulletin.ch.

  (7), S. 49-51.

  Verfügbar unter: https://doi.org/10.21256/zhaw-29041

• Comi, Ennio; Jenatsch, Sandra; Blülle, Balthasar; Battaglia, Mattia; Torre Cachafeiro, Miguel Angel; Kirsch, Christoph; Hiestand, Roman; Aeberhard, Urs; Ruhstaller, Beat; Knapp, Evelyne,

  2023.

  Investigation of time and location dependent variations in electroluminescence images of perovskite solar cells.

  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.

  S. 020077-001-020077-022.

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