Publications

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

Frischknecht-Gruber, Carmen; Reif, Monika; Fischer, Andreas,

2026.

BAAS: Benchmarking Adversarial Agent Strategies : a comparative study of gradient-based, reinforcement, and evolutionary paradigms for safety-critical scenario generation[paper].

In:

Matos, José C.; Lourenço, Paulo B.; Beer, Michael; Oliveira, Daniel V.; Patelli, Edoardo; Sousa, Hélder S.; Rui, A. Silva; Santamaria, Monica; Turco, Chiara, eds.,

Proceedings of European Safety and Reliability Conference (ESREL 2026).

European Safety and Reliability Conference (ESREL 2026), Braga, Portugal, 14-19 June 2026.

Singapore:

Research Publishing.

pp. 1058-1065.

Available from: https://doi.org/10.21256/zhaw-37049
Fernández Moguel, Leticia; Kälin, Tommy Lee; Reif, Monika; Shin, Jiwon,

2026.

From ODDs to simulation : automatic railway scenario generation[paper].

In:

Matos, José C.; Lourenço, Paulo B.; Beer, Michael; Oliveira, Daniel; Patelli, Edoardo; Sousa, Hélder S.; Silva, Rui A.; Santamaria, Monica, eds.,

Proceedings European Safety and Reliability Conference (ESREL 2026).

European Safety and Reliability Conference (ESREL), Braga, Portugal, 14-19 June 2026.

Singapore:

Research Publishing.

pp. 1098-1105.

Available from: https://doi.org/10.21256/zhaw-37046
Michelucci, Umberto; Venturini, Francesca,

2026.

How high dimensionality enables perfect accuracy in machine learning applied to spectroscopy[paper].

In:

Bocklitz, Thomas, ed.,

Data Science for Photonics and Biophotonics II.

SPIE Photonics Europe, Strasbourg, France, 12-17 April 2026.

Society of Photo‑Optical Instrumentation Engineers.
Magnus, Indy; De Martelaere, Wannes Luts; Venturini, Francesca; Michelucci, Umberto; Smeesters, Lien,

2026.

Predicting deoxynivalenol contamination in cereals using optical spectroscopy and regression analysis[paper].

In:

Berghmans, Francis; Zergioti, Ioanna; Chiavaioli, Francesco, eds.,

Optical Sensing and Detection IX.

SPIE Photonics Europe, Strasbourg, France, 12-17 April 2026.

Society of Photo‑Optical Instrumentation Engineers.
Carella, Alessandro; Lucas, Baptiste Paul Ernest; El Ghazoualib, Safouane; Bulacio Fischer, Pedro Tomas; Massenti, Roberto; Venturini, Francesca; Michelucci, Umberto; Lo Bianco, Riccardo,

2026.

Large-scale orange fruit dataset for localization, classification and ripening assessment under varying environments.

Computers and Electronics in Agriculture.

248(111833).

Available from: https://doi.org/10.21256/zhaw-36541