Michael Baumgartner

Projects

• IOTA: Internet of Things # Amfora. A Swiss Digital Solution for Global Foodservice / Team member / Project ongoing
• Justierung Spektrometer / Team member / Project ongoing
• Variable Sphären-Zylinder-Prisma Linse / Team member / Project ongoing
• Printer for optical lenses for fast prototyping and small series / Team member / Project completed
• Self-learning optical sensor / Team member / Project completed
• Adaptive lenses for augemted reality applications / Team member / Project completed
• StereO2 – Low-power optical oxygen sensor / Team member / Project completed

Publications

• Venturini, Francesca; Fluri, Silvan; Mejari, Manas; Baumgartner, Michael; Piga, Dario; Michelucci, Umberto,

  2024.

  Shedding light on the ageing of extra virgin olive oil : probing the impact of temperature with fluorescence spectroscopy and machine learning techniques.

  LWT - Food Science and Technology.

  191(115679).

  Available from: https://doi.org/10.1016/j.lwt.2023.115679

• Venturini, Francesca; Fluri, Silvan; Baumgartner, Michael,

  2023.

  Dataset of fluorescence EEM and UV spectroscopy data of olive oils during ageing.

  Data.

  8(5), pp. 81.

  Available from: https://doi.org/10.3390/data8050081

• Venturini, Francesca; Sperti, Michela; Michelucci, Umberto; Herzig, Ivo; Baumgartner, Michael; Caballero, Josep Palau; Jimenez, Arturo; Deriu, Marco Agostino,

  2021.

  Exploration of Spanish olive oil quality with a miniaturized low-cost fluorescence sensor and machine learning techniques.

  Foods.

  10(5), pp. 1010.

  Available from: https://doi.org/10.3390/foods10051010

• Venturini, Francesca; Michelucci, Umberto; Baumgartner, Michael,

  2020.

  Dual oxygen and temperature luminescence learning sensor with parallel inference.

  Sensors.

  20(17), pp. 4886.

  Available from: https://doi.org/10.3390/s20174886

• Michelucci, Umberto; Baumgartner, Michael; Venturini, Francesca,

  2019.

  Optical oxygen sensing with artificial intelligence.

  Sensors.

  19(4), pp. 777.

  Available from: https://doi.org/10.3390/s19040777

• Venturini, Francesca; Baumgartner, Michael; Borisov, Sergey,

  2018.

  Mn4+-doped magnesium titanate : a promising phosphor for self-referenced optical temperature sensing.

  Sensors.

  18(2/668).

  Available from: https://doi.org/10.3390/s18020668

• Michelucci, Umberto; Fluri, Silvan; Baumgartner, Michael; Venturini, Francesca,

  2023.

  Deep learning super resolution for high-speed excitation emission matrix measurements [paper].

  In:

  Jalali, Bahram; Kitayama, Ken-ichi, eds.,

  AI and Optical Data Sciences IV.

  SPIE Photonics West, San Francisco, USA, 28 January - 2 February 2023.

  SPIE.

  Available from: https://doi.org/10.1117/12.2647589

• Venturini, Francesca; Michelucci, Umberto; Baumgartner, Michael,

  2021.

  Implementation of multi-task learning neural network architectures for robust industrial optical sensing [paper].

  In:

  Lehmann, Peter; Osten, Wolfgang; Albertazzi Gonçalves Jr., Armando, eds.,

  Optical Measurement Systems for Industrial Inspection XII.

  SPIE Optical Metrology, online, 21-26 June 2021.

  Bellingham:

  Society of Photo-Optical Instrumentation Engineers.

  pp. 117822H.

  Proceedings of SPIE ; 11782.

  Available from: https://doi.org/10.1117/12.2593469

• Venturini, Francesca; Michelucci, Umberto; Baumgartner, Michael,

  2021.

  Implementation of multi-task learning neural network architectures for robust industrial optical sensing [poster].

  In:

  Lehmann, Peter; Osten, Wolfgang; Albertazzi Gonçalves Jr., Armandi, eds.,

  Optical Measurement Systems for Industrial Inspection XII.

  SPIE Optical Metrology, online, 21-25 June 2021.

  Bellingham:

  Society of Photo-Optical Instrumentation Engineers.

  Proceedings of SPIE ; 11782.

  Available from: https://doi.org/10.1117/12.2593469

• Venturini, Francesca; Michelucci, Umberto; Baumgartner, Michael,

  2021.

  New approach for temperature-immune oxygen sensing based on Pt-TFPP [paper].

  In:

  OSA Technical Digest.

  OSA Optical Sensors and Sensing Congress, online, 19-23 July 2021.

  Optica Publishing Group.

  pp. SW5H.2.

  Available from: https://doi.org/10.1364/SENSORS.2021.SW5H.2

• Venturini, Francesca; Michelucci, Umberto; Baumgartner, Michael,

  2020.

  Multi-task learning approach for optical luminescence sensing [poster].

  In:

  Applied Machine Learning Days (AMLD), Lausanne, 25-29 January 2020.

• Venturini, Francesca; Michelucci, Umberto; Baumgartner, Michael,

  2020.

  Deep-learning for multi-parameter luminescence sensing : demonstration of dual sensor [paper].

  In:

  Proceedings Frontiers in Optics / Laser Science.

  OSA Frontiers in Optics / Laser Science, online, 14-17 September 2020.

  OSA Publishing.

• Venturini, Francesca; Michelucci, Umberto; Baumgartner, Michael,

  2020.

  Dual oxygen and temperature sensing with single indicator using multi-task-learning neural networks [paper].

  In:

  Proceedings Volume 11354 : Optical Sensing and Detection VI.

  SPIE Photonics Europe, Digital Forum, France, 6 - 10 April 2020.

  Bellingham:

  Society of Photo-Optical Instrumentation Engineers (SPIE).

  Available from: https://doi.org/10.1117/12.2554941

• Venturini, Francesca; Baumgartner, Michael; Michelucci, Umberto,

  2019.

  New approach for luminescence sensing based on machine learning [paper].

  In:

  Jalali, Bahram; Kitayama, Ken-ichi, eds.,

  Proceedings Volume 10937 : Optical Data Science II.

  SPIE OPTO, San Francisco, USA, 2-7 February 2019.

  SPIE.

  Available from: https://doi.org/10.1117/12.2508969

• Venturini, Francesca; Baumgartner, Michael; Borisov, S.M.,

  2018.

  New opportunities for optical temperature sensing with Mn4+-doped magnesium titanate [paper].

  In:

  Advanced Photonics 2018.

  OSA Advanced Photonics Congress 2018, Zürich, 2-5 July 2018.

  Available from: https://doi.org/10.1364/BGPPM.2018.JTu2A.63

• Venturini, Francesca; Michelucci, Umberto; Baumgartner, Michael,

  2021.

  New approach for temperature-immune oxygen sensing based on Pt-TFPP.

  In:

  OSA Optical Sensors and Sensing Congress, online, 19-23 July 2021.

  Available from: https://osa.zoom.us/rec/play/MvNgUQyUZcCHsaYidUEieFhKJSC_0H951ohgwMQLgaJu2hOUG4Cp8c6EbckrxwSFPVgA4icXYkOKpYHl.bke5ll04aQIuRasd?continueMode=true&_x_zm_rtaid=rEeKPUbBRbuPidh8EtTeUQ.1630395453945.87ac6bdfd1c3781b0e74319831d7e46a&_x_zm_rhtaid=928

• Venturini, Francesca; Michelucci, Umberto; Baumgartner, Michael,

  2020.

  Dual oxygen and temperature sensing with single indicator using multi-task-learning neural networks.

  In:

  SPIE Photonics Europe, Digital Forum, France, 6 - 10 April 2020.

• Venturini, Francesca; Michelucci, Umberto; Baumgartner, Michael,

  2020.

  Deep-learning for multi-parameter luminescence sensing : demonstration of dual sensor.

  In:

  OSA Frontiers in Optics / Laser Science, online, 14-17 September 2020.

• Venturini, Francesca; Baumgartner, Michael,

  2019.

  New approach for luminescence sensing based on machine learning.

  In:

  SPIE OPTO, San Francisco, USA, 2-7 February 2019.

  SPIE - The International Society for Optical Engineering.

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