Prof. Dr. Francesca Venturini

ZHAW School of Engineering
Spectroscopy Team
Technikumstrasse 9
8400 Winterthur

+41 (0) 58 934 47 14
francesca.venturini@zhaw.ch

Arbeit an der ZHAW

Tätigkeit

Professorin für angewandte Optik
Reviewer für Springer Nature, Elsevier, Optica, MDPI, Royal Society of Chemistry
Topic Editor für Sensors (MDPI)
Reviewer für European Research Council

Arbeits- und Forschungsschwerpunkte

Optik, Laserspektroskopie, Fluoreszenzspektroskopie, Raman Spektroskopie, Sensorik, Fiberoptik, Raman-Spektroskopie, Nicht-Lineare Optik, Festkörperphysik, Supraleitung, Magnettechnologie

Lehrtätigkeit

Physik 1 und 2
Case Studies Stock and Flow - Systeme 1 und 2
MSE: Optical Engineering and Metrology
CAS Digitale Technologien und Innovation

Lehrtätigkeit in der Weiterbildung

CAS Digitale Technologien und Innovation

Berufserfahrung

Expertin bei Innosuisse
Innosuisse
01 / 2023 - heute
Mitgründerin und Leiterin Forschung und Entwicklung
TOELT GmbH
11 / 2018 - heute
Professorin für angewandte Optik
ZHAW
12 / 2017 - heute
Projektleiterin, Physikdozentin
ZHAW
09 / 2013 - 11 / 2017
Leiterin Produktentwicklung R&D
Mettler-Toledo AG
06 / 2011 - 08 / 2013
Senior Projektleiter R&D
Mettler-Toledo AG
08 / 2008 - 05 / 2011
Projektleiter R&D
Bruker BioSpin AG
08 / 2003 - 07 / 2008

Aus- und Weiterbildung

Ausbildung

Promotion / Physik
Technische Universität München, München, DE
09 / 1998 - 04 / 2003
Forschungsaufenthalt im Ausland
The George Washington University, Washington DC, USA
08 / 1997 - 07 / 1998
Master of Science (M.Sc.) / Physik
Università degli Studi di Firenze, IT
10 / 1992 - 07 / 1997

Weiterbildung

CAS Hochschuldidaktik
Pädagogische Hochschule Zurich, PHZH
01 / 2016
PGCert Business Administration
The Open University Business School, UK
11 / 2007

Netzwerk

Mitglied in Netzwerken

ORCID digital identifier

ORCID ID: 0000-0003-2562-9932

Social Media

Projekte

Publikationen

Beiträge in wissenschaftlicher Zeitschrift, peer-reviewed

Michelucci, Umberto; Venturini, Francesca,

2024.

Deep learning domain adaptation to understand physico-chemical processes from fluorescence spectroscopy small datasets and application to the oxidation of olive oil.

Scientific Reports.

14(22291).

Verfügbar unter: https://doi.org/10.1038/s41598-024-73054-y
Ahmad, Ali; Liew, Anderson X. W.; Venturini, Francesca; Kalogeras, Athanasios; Candiani, Alessandro; Di Benedetto, Giacomo; Ajibola, Segun; Cartujo, Pedro; Romero, Pablo; Lykoudi, Aspasia; De Grandis, Michelangelo Mastrorocco; Xouris, Christos; Lo Bianco, Riccardo; Doddy, Irawan; Elegbede, Isa; D'Urso Labate, Giuseppe Falvo; García del Moral, Luis F.; Martos, Vanessa,

2024.

AI can empower agriculture for global food security : challenges and prospects in developing nations.

Frontiers in Artificial Intelligence.

7(1328530).

Verfügbar unter: https://doi.org/10.3389/frai.2024.1328530
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).

Verfügbar unter: https://doi.org/10.1016/j.lwt.2023.115679
Eggertson, Edward Curran; Venturini, Francesca,

2023.

Resonant Raman spectroscopy of carotenoids in aging of extra virgin olive oil.

Sensors.

23(17), S. 7621.

Verfügbar unter: https://doi.org/10.3390/s23177621
Michelucci, Umberto; Venturini, Francesca,

2023.

New metric formulas that include measurement errors in machine learning for natural sciences.

Expert Systems with Applications.

224(120013).

Verfügbar unter: https://doi.org/10.1016/j.eswa.2023.120013
Venturini, Francesca; Fluri, Silvan; Baumgartner, Michael,

2023.

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

Data.

8(5), S. 81.

Verfügbar unter: https://doi.org/10.3390/data8050081
Venturini, Francesca; Sperti, Michela; Michelucci, Umberto; Gucciardi, Arnaud; Martos, Vanessa M.; Deriu, Marco A.,

2022.

Extraction of physicochemical properties from the fluorescence spectrum with 1D convolutional neural networks : application to olive oil.

Journal of Food Engineering.

336(111198).

Verfügbar unter: https://doi.org/10.1016/j.jfoodeng.2022.111198
Michelucci, Umberto; Sperti, Michela; Piga, Dario; Venturini, Francesca; Deriu, Marco A.,

2021.

A model-agnostic algorithm for Bayes error determination in binary classification.

Algorithms.

14(11), S. 301.

Verfügbar unter: https://doi.org/10.3390/a14110301
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), S. 1010.

Verfügbar unter: https://doi.org/10.3390/foods10051010
Michelucci, Umberto; Venturini, Francesca,

2021.

Estimating neural network’s performance with bootstrap : a tutorial.

Machine Learning and Knowledge Extraction.

3(2), S. 357-373.

Verfügbar unter: https://doi.org/10.3390/make3020018
Venturini, Francesca; Michelucci, Umberto; Baumgartner, Michael,

2020.

Dual oxygen and temperature luminescence learning sensor with parallel inference.

Sensors.

20(17), S. 4886.

Verfügbar unter: https://doi.org/10.3390/s20174886
Michelucci, Umberto; Venturini, Francesca,

2019.

Multi-task learning for multi-dimensional regression : application to luminescence sensing.

Applied Sciences.

9(22).

Verfügbar unter: https://doi.org/10.3390/app9224748
Michelucci, Umberto; Baumgartner, Michael; Venturini, Francesca,

2019.

Optical oxygen sensing with artificial intelligence.

Sensors.

19(4), S. 777.

Verfügbar unter: https://doi.org/10.3390/s19040777
Chelwani, N.; Baum, A.; Böhm, T.; Opel, M.; Venturini, Francesca; Tassini, L.; Erb, A.; Berger, H.; Forró, L.; Hackl, R.,

2018.

Magnetic excitations and amplitude fluctuations in insulating cuprates.

Physical Review B.

97(2).

Verfügbar unter: https://doi.org/10.1103/PhysRevB.97.024407
Venturini, Francesca; Baumgartner, Michael; Borisov, Sergey,

2018.

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

Sensors.

18(2/668).

Verfügbar unter: https://doi.org/10.3390/s18020668
Venturini, Francesca; Schönherr, Veit; Rey, Julien; Adolfsson, Erik,

2017.

Characterization of light-gas interaction in strongly-scattering nanoporous materials and its implications for tunable diode laser absorption spectroscopy.

Applied Physics B.

123(4), S. 123-136.

Verfügbar unter: https://doi.org/10.1007/s00340-017-6705-z
Michelucci, Umberto; Venturini, Francesca,

2017.

Novel semi-parametric algorithm for interference-immune tunable absorption spectroscopy gas sensing.

Sensors.

17(10), S. 2281.

Verfügbar unter: https://doi.org/10.3390/s17102281
Venturini, Francesca; Bürgi, René; Borisov, Sergey; Klimant, Ingo,

2015.

Optical temperature sensing using a new thermographic phosphor.

Sensors and Actuators A: Physical.

233, S. 324-329.

Verfügbar unter: https://doi.org/10.1016/j.sna.2015.07.009
Munnikes, N.; Muschler, B.; Venturini, Francesca; Tassini, L.; Prestel, W.; Ono, Shimpei; Ando, Yoichi; Peets, D. C.; Hardy, W. N.; Liang, Ruixing; Bonn, D. A.; Damascelli, A.; Eisaki, H.; Greven, M.; Erb, A.; Hackl, R.,

2011.

Pair breaking versus symmetry breaking : origin of the Raman modes in superconducting cuprates.

Physical Review B.

84(144523).

Verfügbar unter: https://doi.org/10.1103/PhysRevB.84.144523
Prestel, W.; Venturini, Francesca; Muschler, B.; Tütto, I.; Hackl, R.; Lambacher, M.; Erb, A.; Komiya, Seiki; Ono, Shimpei; Ando, Yoichi; Inosov, D.; Zabolotnyy, V. B.; Borisenko, S. V.,

2010.

Quantitative comparison of single- and two-particle properties in the cuprates.

The European Physical Journal Special Topics.

188(1), S. 163-171.

Verfügbar unter: https://doi.org/10.1140/epjst/e2010-01304-2
Hackl, R.; Tassini, L.; Venturini, Francesca; Erb, A.; Hartinger, Ch.; Kikugawa, N.; Fujita, T.,

2006.

Raman study of ordering phenomena in copper–oxygen systems.

Journal of Physics and Chemistry of Solids.

67(1-3), S. 289-293.

Verfügbar unter: https://doi.org/10.1016/j.jpcs.2005.10.126
Tassini, L.; Venturini, Francesca; Zhang, Q. -M.; Hackl, R.; Kikugawa, N.; Fujita, T.,

2005.

Dynamical properties of charged stripes in La(2-x)SrxCuO4.

Physical Review Letters.

95(117002).

Verfügbar unter: https://doi.org/10.1103/PhysRevLett.95.117002
Zhang, Qingming; Venturini, Francesca; Hackl, Rudi; Hori, Jun’ya; Fujita, Toshizo,

2003.

New electronic Raman scattering results in underdoped La2−xSrxCuO4.

Physica C: Superconductivity and its Applications.

286, S. 282-285.

Verfügbar unter: https://doi.org/10.1016/S0921-4534(02)02132-9
Venturini, Francesca; Opel, M.; Hackl, R.; Berger, H.; Forró, L.; Revaz, B.,

2002.

Doping dependence of the electronic Raman spectra in cuprates.

Journal of Physics and Chemistry of Solids.

63(12), S. 2345-2348.

Verfügbar unter: https://doi.org/10.1016/S0022-3697(02)00239-1
Michelucci, Umberto; Venturini, Francesca; Kampf, Arno,

2002.

Quantum interference phenomena between impurity states in d-wave superconductors.

Journal of Physics and Chemistry of Solids.

63(12), S. 2283-2286.

Verfügbar unter: https://doi.org/10.1016/S0022-3697(02)00238-X
Venturini, Francesca; Zhang, Q. -M.; Hackl, R.; Lucarelli, A.; Lupi, S.; Ortolani, M.; Calvani, P.; Kikugawa, N.; Fujita, T.,

2002.

Raman scattering versus infrared conductivity : evidence for one-dimensional conduction in La(2-x)Sr(x)CuO(4).

Physical Review B.

66(6).

Verfügbar unter: https://doi.org/10.1103/PhysRevB.66.060502
Venturini, Francesca; Hackl, R.; Michelucci, U.,

2002.

Comment on : nonmonotonic $d_{x^{2}-y^{2}}$ superconducting order parameter in Nd$_{2-x}$Ce$_x$CuO$_4$.

Physical Review Letters.

90(14), S. 149701-1.

Verfügbar unter: https://doi.org/10.1103/PhysRevLett.90.149701
Venturini, Francesca; Opel, M.; Devereaux, T. P.; Freericks, J. K.; Tüttő, I.; Revaz, B.; Walker, E.; Berger, H.; Forró, L.; Hackl, R.,

2002.

Observation of an unconventional metal-insulator transition in overdoped CuO2 compounds.

Physical Review Letters.

89(10), S. 107003-1-107003-4.

Verfügbar unter: https://doi.org/10.1103/PhysRevLett.89.107003
Opel, Matthias; Venturini, Francesca,

2002.

Raman scattering in solids.

European Pharmaceutical Review.

7(3), S. 76-82.
Opel, M.; Nemetschek, R.; Venturini, Francesca; Hackl, R.; Tutto, I.; Berger, H.; Forro, L.; Erb, A.; Revaz, B.; Walker, E.,

2001.

A light-scattering study of dynamical carrier properties in cuprate systems.

Ferroelectrics.

249(1), S. 155-164.

Verfügbar unter: https://doi.org/10.1080/00150190108214977
Venturini, Francesca; Michelucci, U.; Devereaux, T. P.; Kampf, A. P.,

2000.

Collective spin fluctuation mode and raman scattering in superconducting cuprates.

Physical Review B.

62, S. 15204-15207.

Verfügbar unter: https://doi.org/10.1103/PhysRevB.62.15204
Opel, M.; Venturini, Francesca; Hackl, R.; Revaz, B.; Berger, H.; Forrò, L.,

2000.

Superconducting gap and pseudogap in Bi-2212.

Physica B: Condensed Matter.

284-288, S. 669-670.

Verfügbar unter: https://doi.org/10.1016/S0921-4526(99)02344-3
Opel, M.; Götzinger, M.; Hoffmann, C.; Nemetschek, R.; Philipp, R.; Venturini, Francesca; Hackl, R.; Erb, A.; Walker, E.,

1999.

Pseudogap and superconducting gap in YBa2Cu3o6+x : a raman study.

Journal of Low Temperature Physics.

117(3-4), S. 347-351.

Verfügbar unter: https://doi.org/10.1023/A:1022513531861
Opel, M.; Nemetschek, R.; Venturini, Francesca; Hackl, R.; Erb, A.; Walker, E.; Berger, H.; Forrò, L.,

1999.

Raman spectroscopy in YBa2Cu3O6+x and Bi2Sr2(CaxY1-x)Cu2O8+d : pseudogap and superconducting gap.

Physica status solidi B.

215(1), S. 471-476.

Verfügbar unter: https://doi.org/10.1002/(SICI)1521-3951(199909)215:1<471::AID-PSSB471>3.0.CO;2-K

Bücher und Monographien, peer-reviewed

Venturini, Francesca,

2003.

Raman scattering study of electronic correlations in cuprates : observation of an unconventional metal insulator transition.

Berlin:

Mensch-und-Buch-Verlag.

ISBN 978-3-89820-530-6.

Buchbeiträge, peer-reviewed

Hackl, Rudi; Tassini, Leonardo; Venturini, Francesca; Hartinger, Christine; Erb, Andreas; Kikugawa, Naoki; Fujita, Toshitsu,

2005.

Ordering phenomena in cuprates

.

In:

Kramer, Bernhard, Hrsg.,

Advances in solid state physics.

Heidelberg:

Springer.

S. 227-238.

Advances in Solid State Physics ; 45.

Verfügbar unter: https://doi.org/10.1007/11423256_18
Venturini, Francesca,

2003.

Evidence for a metal-insulator transition in overdoped Cuprates : new Raman results

.

In:

Kramer, Bernhard, Hrsg.,

Advances in solid state physics.

Springer.

S. 253-266.

Advances in Solid State Physics ; 43.

Verfügbar unter: https://doi.org/10.1007/978-3-540-44838-9_18

Konferenzbeiträge, peer-reviewed

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

2024.

Machine learning-enhanced fluorescence spectroscopy for the quality assessment of extra virgin olive oil during ageing [Paper].

In:

Berghmans, Francis; Zergioti, Ioanna, Hrsg.,

Optical Sensing and Detection VIII.

SPIE Photonics Europe, Strasbourg, France, 7-11 April 2024.

SPIE.

S. 129991F.

Proceedings of SPIE ; 12999.

Verfügbar unter: https://doi.org/10.1117/12.3016879
Gucciardi, Arnaud; El Ghazouali, Safouane; Michelucci, Umberto; Venturini, Francesca,

2024.

Machine learning feature extraction for predicting the ageing of olive oil [Paper].

In:

Bocklitz, Thomas, Hrsg.,

Data Science for Photonics and Biophotonics.

SPIE Photonics Europe, Strasbourg, France, 7-11 April 2024.

SPIE.

S. 130110A.

Proceedings of SPIE ; 13011.

Verfügbar unter: https://doi.org/10.1117/12.3017680
Mathys, Marco; Gebbers, Pit; Venturini, Francesca,

2024.

Probing carotenoids in the skin using resonant Raman spectroscopy [Poster].

In:

SPIE Photonics Europe, Strasbourg, France, 7-11 April 2024.

Verfügbar unter: https://spie.org/photonics-europe/presentation/Probing-carotenoids-in-the-skin-using-resonant-Raman-spectroscopy/13010-48?enableBackToBrowse=true
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, Hrsg.,

AI and Optical Data Sciences IV.

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

SPIE.

Verfügbar unter: https://doi.org/10.1117/12.2647589
Venturini, Francesca; Michelucci, Umberto; Sperti, Michela; Gucciardi, Arnaud; Deriu, Marco A.,

2023.

Understanding the learning mechanism of convolutional neural networks applied to fluorescence spectra [Paper].

In:

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

AI and Optical Data Sciences IV.

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

SPIE.

Verfügbar unter: https://doi.org/10.1117/12.2647809
Schmid, Christian; Laurenzi, Emanuele; Michelucci, Umberto; Venturini, Francesca,

2023.

Explainable AI for the olive oil industry [Paper].

In:

Hinkelmann, Knut; López-Pellicer, Francisco J.; Polini, Andrea, Hrsg.,

Perspectives in Business Informatics Research.

22nd International Conference on Perspectives in Business Informatics Research, Ascoli Piceno, Italy, 13-15 September 2023.

Cham:

Springer.

S. 158-171.

Lecture Notes in Business Information Processing ; 493.

Verfügbar unter: https://doi.org/10.1007/978-3-031-43126-5_12
Sperti, Michela; Gucciardi, Arnaud; Michelucci, Umberto; Venturini, Francesca; Deriu, Marco Agostino .,

2022.

Chemical analysis of olive oils from fluorescence spectra thanks to one-dimensional convolutional neural networks [Paper].

In:

SPIE Photonics Europe, Strasbourg, France, 3-7 April 2022.

SPIE.

S. 121391K.

Verfügbar unter: https://doi.org/10.1117/12.2621666
Arnaud, Gucciardi; Michelucci, Umberto; Venturini, Francesca; Sperti, Michela; Martos, Vanessa M.; Deriu, Marco A.,

2022.

Compact optical fluorescence sensor for food quality control using artificial neural networks: application to olive oil [Paper].

In:

Berghmans, Francis; Zergioti, Ioanna, Hrsg.,

Optical Sensing and Detection VII.

SPIE Photonics Europe, Strasbourg, France, 3-7 April 2022.

Society of Photo-Optical Instrumentation Engineers (SPIE).

S. 121391J.

Proceedings of SPIE ; 12139.

Verfügbar unter: https://doi.org/10.1117/12.2621588
Venturini, Francesca; Michelucci, Umberto; Sperti, Michela; Gucciardi, Arnaud; Deriu, Marco A.,

2022.

One-dimensional convolutional neural networks design for fluorescence spectroscopy with prior knowledge : explainability techniques applied to olive oil fluorescence spectra [Paper].

In:

Berghmans, Francis; Zergioti, Ioanna, Hrsg.,

Optical Sensing and Detection VII.

SPIE Photonics Europe, Strasbourg, France, 3-7 April 2022.

Society of Photo-Optical Instrumentation Engineers (SPIE).

S. 1213917.

Proceedings of SPIE ; 12139.

Verfügbar unter: https://doi.org/10.1117/12.2621646
Sperti, Michela; Michelucci, Umberto; Venturini, Francesca; Gucciardi, Arnaud; Deriu, Marco A.,

2022.

Chemical analysis of olive oils from fluorescence spectra thanks to one-dimensional convolutional neural networks [Poster].

In:

SPIE Photonics Europe, Strasbourg, France, 3-7 April 2022.

Verfügbar unter: https://spie.org/EPE/conferencedetails/optical-sensing-detection
Gucciardi, Arnaud; Michelucci, Umberto; Venturini, Francesca; Sperti, Michela; Martos, Vanessa M.; Deriu, Marco A.,

2022.

Compact optical fluorescence sensor for food quality control using artificial neural networks: application to olive oil [Poster].

In:

SPIE Photonics Europe, Strasbourg, France, 3-7 April 2022.

Verfügbar unter: https://doi.org/10.1117/12.2621588
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, Hrsg.,

Optical Measurement Systems for Industrial Inspection XII.

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

Bellingham:

Society of Photo-Optical Instrumentation Engineers.

S. 117822H.

Proceedings of SPIE ; 11782.

Verfügbar unter: 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, Hrsg.,

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.

Verfügbar unter: https://doi.org/10.1117/12.2593469
Michelucci, Umberto; Venturini, Francesca,

2021.

New autonomous intelligent sensor design approach for multiple parameter inference [Paper].

In:

7th Electronic Conference on Sensors and Applications, Online, 15-30 November 2020.

MDPI.

S. 96.

Verfügbar unter: https://doi.org/10.3390/engproc2020002096
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.

S. SW5H.2.

Verfügbar unter: 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).

Verfügbar unter: 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, Hrsg.,

Proceedings Volume 10937 : Optical Data Science II.

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

SPIE.

Verfügbar unter: 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.

Verfügbar unter: https://doi.org/10.1364/BGPPM.2018.JTu2A.63
Venturini, Francesca; Michelucci, Umberto,

2017.

Novel algorithm for calibration-free absorption spectroscopy sensor [Paper].

In:

5th International Symposium on Sensor Science (I3S 2017), Barcelona, Spain, 27-29 September 2017.

Basel:

MDPI.

Verfügbar unter: https://doi.org/10.3390/proceedings1080833
Venturini, Francesca; Schönherr, Veit; Adolfsson, Erik,

2017.

Ultracompact oxygen sensor using nanoporous materials as strongly-scattering multipass cell for tunable diode laser absorption spectroscopy [Paper].

In:

The European Conference on Lasers and Electro-Optics 2017.

2017 European Conference on Lasers and Electro-Optics & European Quantum Electronics Conference, Munich, 25–29 June 2017.

IEEE.
Venturini, Francesca; Schönherr, Veit; Rey, Julien; Adolfsson, Erik,

2016.

Characterization of light-gas interaction in strongly-scattering nanoporous materials and its implications for tunable diode laser absorption spectroscopy [Poster].

In:

International Conference on Field Laser Applications in Industry and Research (FLAIR 2016), Aix-les-Bains, Frankreich, 12.-16. September 2016.
Borisov, Sergey; Klimant, Ingo; Schönherr, Veit; Bürgi, René; Venturini, Francesca,

2015.

Investigation of the Luminescence Emission of Chromium(III)-Doped Yttrium Aluminum Borate for the Design of an Optical Temperature Sensor [Poster].

In:

MAF 14, The 14th Conference on Methods and Applications in Fluorescence, Würzburg, Germany, 13-16 September 2015.
Borisov, Sergey; Klimant, Ingo; Bürgi, René; Venturini, Francesca,

2015.

Temperature sensing and sensor design using a new thermographic phosphor for a wide range of applications [Paper].

In:

Proceedings 2015 European Conference on Lasers and Electro-Optics - European Quantum Electronics Conference.

2015 European Conference on Lasers and Electro-Optics & European Quantum Electronics Conference, 21–25 June 2015.

Optical Society of America.
Venturini, F.; Michelucci, U.; Devereaux, T. P.; Kampf, A. P.,

2000.

Collective modes and electronic raman scattering in the cuprates [Paper].

In:

Proceedings of the International Conference on Materials and Mechanisms of Superconductivity High Temperature Superconductors VI.

International Conference on Materials and Mechanisms of Superconductivity High Temperature Superconductors VI, Houston, USA, 20-25 February 2000.

Elsevier.

S. 2265-2266.

Verfügbar unter: https://doi.org/10.1016/S0921-4534(00)00972-2
Minardi, F.; Knight, D. J. E.; Arie, A.; Pavone, F. S.; Venturini, Francesca; Inguscio, M.,

1997.

Frequency doubling of 1083 nm diode-laser radiation for locking to iodine absorption [Paper].

In:

Zhang, Zhiming, Hrsg.,

Laser Spectroscopy: Xiii International Conference : Hangzhou, China 2-7 June 1997.

Laser Spectroscopy: XIII International Conference, Hangzhou, China, 2-7 June 1997.

Singapore:

World Scientific.

Weitere Publikationen

Venturini, Francesca; Sperti, Michela; Michelucci, Umberto; Gucciardi, Arnaud; Martos, Vanessa,

2023.

Dataset of fluorescence spectra and chemical parameters of olive oils [Paper].

In:

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

arXiv.

Verfügbar unter: https://doi.org/10.48550/arXiv.2301.04471

Mündliche Konferenzbeiträge und Abstracts

Gucciardi, Arnaud; El Ghazouali, Safouane; Michelucci, Umberto; Venturini, Francesca,

2024.

Machine learning feature extraction for predicting the ageing of olive oil.

In:

SPIE Photonics Europe, Strasbourg, France, 7-11 April 2024.

Verfügbar unter: https://doi.org/10.1117/12.3017680
Venturini, Francesca; Fluri, Silvan; Mejari, Manas; Baumgartner, Michael; Piga, Dario; Michelucci, Umberto,

2024.

Machine learning-enhanced fluorescence spectroscopy for the quality assessment of extra virgin olive oil during ageing.

In:

SPIE Photonics Europe, Strasbourg, France, 7-11 April 2024.

Verfügbar unter: https://doi.org/10.1117/12.3016879
Venturini, Francesca; Michelucci, Umberto; Sperti, Michela; Gucciardi, Arnaud; Deriu, Marco A.,

2023.

Understanding the learning mechanism of convolutional neural networks applied to fluorescence spectra.

In:

SPIE Photonics West, San Francisco, USA, 28 January - 2 February 2023.
Venturini, Francesca; Michelucci, Umberto; Sperti, Michela; Gucciardi, Arnaud; Deriu, Marco A.,

2022.

One-dimensional convolutional neural networks design for fluorescence spectroscopy with prior knowledge : explainability techniques applied to olive oil fluorescence spectra.

In:

SPIE Photonics Europe, Strasbourg, France, 3-7 April 2022.

Verfügbar unter: https://spie.org/photonics-europe/presentation/One-dimensional-convolutional-neural-networks-design-for-fluorescence-spectroscopy-with/12139-60
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.

Verfügbar unter: 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,

2020.

Applications of ML to oxygen sensing.

In:

Deep learning meets (Astro)physics : A one day tutorial on neural nets, deep learning and TensorFlow 2.0, with applications to (astro)physics and science, ETHZ, Institute for Particle Physics and Astrophysics, Zurich (Switzerland), 22 January 2020.

Verfügbar unter: https://sites.google.com/view/dl-meets-astrophysics-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.
Venturini, Francesca,

2016.

Progress in NIR spectroscopy and its industrial applications.

In:

Swiss Photonics Optical Sensing Workshop : From THz to X-ray - Inventing the Future, Zurich (Switzerland), 31 March 2016.

Verfügbar unter: https://www.swissphotonics.net/workshops/workshop-datenbank?2914
Venturini, Francesca; Dumont, Elisabeth; Fuchs, Hans Ulrich; Maurer, Werner,

2014.

From forces of nature to the physics of dynamical systems.

In:

9th International Conference on Conceptual Change, Bologna, Italy, 26-29 August 2014.

Patente und Patentanmeldungen

Venturini, Francesca; Bergstroem, Paer; Hertel, Martin,

2022.

Gas measurement system.

Patentnummer US11327008 B2

(2022-05-10)

.

Verfügbar unter: https://worldwide.espacenet.com/patent/search?q=pn%3DUS11327008B2
Bergström, Pär; Hertel, Martin; Kondziella, Ralph; Tazreiter, Martin; Venturini, Francesca,

2021.

Gas cell.

Patentnummer DE102019006763 A1

(2021-04-01)

.

Verfügbar unter: https://worldwide.espacenet.com/patent/search?q=pn%3DDE102019006763A1
Fischer, Milan; Ulmer, Lilya; Venturini, Francesca,

2020.

Optochemical sensor.

Patentnummer EP3333568 B1

(2020-06-24)

.

Verfügbar unter: https://worldwide.espacenet.com/patent/search?q=pn%3DEP3333568B1
Venturini, Francesca; Mock, Patrick; Schauwecker, Robert,

2017.

Horizontal magnet arrangement with radial access.

Patentnummer DE102007013349 B4

(2017-11-02)

.

Verfügbar unter: https://worldwide.espacenet.com/patent/search?q=pn%3DDE102007013349B4
Venturini, Francesca; Vanoni, Claudio,

2017.

Messverfahren für einen optochemischen Sensor.

Patentnummer EP2887054 B1

(2017-02-22)

.

Verfügbar unter: https://worldwide.espacenet.com/patent/search?q=pn%3DEP2887054B1
Vanoni, Claudio; Venturini, Francesca; Kleinlogel, Christoph,

2015.

Method of operating an optochemical sensor.

Patentnummer US9103795 B2

(2015-08-11)

.

Verfügbar unter: https://worldwide.espacenet.com/patent/search?q=pn%3DUS9103795B2
Venturini, Francesca; Schauwecker, Robert; Bovier, Pierre-Alain,

2013.

Superconductive magnet assembly with hysteresis-free magnetic coils.

Patentnummer EP1990648 B1

(2013-08-14)

.

Verfügbar unter: https://worldwide.espacenet.com/patent/search?q=pn%3DEP1990648B1
Allgaeuer, Mario; Ehrismann, Philippe; Meier, Dario; Ufheil, Joachim; Vayhinger, Marcus; Venturini, Francesca,

2013.

A Sensor utilizing a clamping mechanism.

Patentnummer WO2013083759 A1

(2013-06-13)

.

Verfügbar unter: https://worldwide.espacenet.com/patent/search?q=pn%3DWO2013083759A1
Radanovic, Dragan; Venturini, Francesca,

2013.

Opto-chemical sensor.

Patentnummer EP2573548 A1

(2013-03-27)

.

Verfügbar unter: https://worldwide.espacenet.com/patent/search?q=pn%3DEP2573548A1

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