Publications

The following are publications by staff members of the Institute of Applied Mathematics and Physics (IAMP) arranged according to publication date:

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, eds.,

Optical Sensing and Detection VII.

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

Society of Photo-Optical Instrumentation Engineers (SPIE).

pp. 1213917.

Proceedings of SPIE ; 12139.

Available from: https://doi.org/10.1117/12.2621646
Sengedorj, Azzaya; Hader, Michael; Heger, Lukas; Frey, Benjamin; Dudziak, Diana; Fietkau, Rainer; Ott, Oliver J.; Scheidegger, Stephan; Mingo Barba, Sergio; Gaipl, Udo S.; Rückert, Michael,

2022.

The effect of hyperthermia and radiotherapy sequence on cancer cell death and the immune phenotype of breast cancer cells.

Cancers.

14(9), pp. 2050.

Available from: https://doi.org/10.3390/cancers14092050
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.

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

Available from: 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.

Available from: https://doi.org/10.1117/12.2621588