Publikationen

Nachfolgend finden Sie Publikationen von Mitarbeitenden des Instituts für Angewandte Mathematik und Physik (IAMP) nach Erscheinungsdatum sortiert:

Bolt, Peter; Ziebart, Volker; Jaeger, Christian; Schmid, Nicolas; Stadelmann, Thilo; Füchslin, Rudolf Marcel,

2024.

A simulation study on energy optimization in building control with reinforcement learning [Paper].

In:

11th IAPR TC 3 Workshop on Artificial Neural Networks for Pattern Recognition (ANNPR'24), Montreal, Canada, 10-12 October 2024.

ZHAW Zürcher Hochschule für Angewandte Wissenschaften.

Verfügbar unter: https://doi.org/10.21256/zhaw-31129
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
Billeter, Yann; Denzel, Philipp; Chavarriaga, Ricardo; Forster, Oliver; Schilling, Frank-Peter; Brunner, Stefan; Frischknecht-Gruber, Carmen; Reif, Monika Ulrike; Weng, Joanna,

2024.

MLOps as enabler of trustworthy AI [Paper].

In:

2024 11th IEEE Swiss Conference on Data Science (SDS).

11th IEEE Swiss Conference on Data Science (SDS), Zurich, Switzerland, 30-31 May 2024.

IEEE.

S. 37-40.

Verfügbar unter: https://doi.org/10.1109/SDS60720.2024.00013
Denzel, Philipp; Brunner, Stefan; Billeter, Yann; Forster, Oliver; Frischknecht-Gruber, Carmen; Reif, Monika Ulrike; Schilling, Frank-Peter; Weng, Joanna; Chavarriaga, Ricardo; Amini, Amin; Repetto, Marco; Iranfar, Arman,

2024.

Towards the certification of AI-based systems [Paper].

In:

2024 11th IEEE Swiss Conference on Data Science (SDS).

11th IEEE Swiss Conference on Data Science (SDS), Zurich, Switzerland, 30-31 May 2024.

IEEE.

S. 84-91.

Verfügbar unter: https://doi.org/10.1109/SDS60720.2024.00020
Schmid, Nicolas; Wanner, Marc; Fischetti, Giulia; Meshkian, Mohsen; Bruderer, Simon; Henrici, Andreas; Wegner, Jan Dirk; Sigel, Roland K.O.; Heitmann, Björn; Wilhelm, Dirk,

2024.

Automated spin system analysis in NMR spectroscopy with SpinDETR : a deep learning approach [Poster].

In:

Datalab-Symposium, Winterthur, Schweiz, 12. September 2024.

Winterthur:

ZHAW Zurich University of Applied Sciences.

Verfügbar unter: https://doi.org/10.21256/zhaw-31443