Dr. Joanna Weng
Dr. Joanna Weng
ZHAW
School of Engineering
Sicherheitskritische Systeme A
Technikumstrasse 9
8400 Winterthur
Arbeit an der ZHAW
Tätigkeit
- Dozentin für Mathematik, Physik und Physikalische Grundlagen der Sensorik
- F&E Projektleiterin im Schwerpunkt Sicherheitskritische Systeme am Institut für Angewandte Mathematik und Physik (IAMP)
- Centre for Artificial Intelligence (CAI) Associate
- Diversity Beauftragte School of Engineering
Arbeits- und Forschungsschwerpunkte
- AI in Safety Critcal Systems, Functional Safety, STPA, IEC61508, Certification of AI systems, Particle Physics, Deterministic and Probabilistic Safety Analysis for Nuclear Power Plants
- CAS Projektmanagement; Functional Safety: FS Engineer (TÜV Rheinland) Certificate; IEEE CertifAIEd Authorized Assessor.
Netzwerk
Mitglied in Netzwerken
- SheroES - community for women in tech at the School of Engineering (Intranet only)
- ZHAW Datalab
- CERN Alumni
- ETH Alumni
- Schweizerische Vereinigung der Ingenieurinnen
- Women in Power
- Advance
Social Media
Projekte
- DICLIS - Survey zum Diversitätsklima von Studierenden an der ZHAW / Teammitglied / Projekt laufend
- certAInty – A Certification Scheme for AI systems / Co-ProjektleiterIn / Projekt laufend
- Machine Protection and Autonomous Predictive Interlock System / Stellv. ProjektleiterIn / Projekt laufend
- Personal Safety Systems / ProjektleiterIn / Projekt laufend
- Relevanz von Risikomodellparameter 2 / ProjektleiterIn / Projekt abgeschlossen
- Relevanz von Risikomodellparameter / ProjektleiterIn / Projekt abgeschlossen
- SmartRail 4.0 / Teammitglied / Projekt abgeschlossen
- Personnel Safety System (PSS) at the European Spallation Source (ESS) / ProjektleiterIn / Projekt abgeschlossen
Publikationen
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Weng, Joanna; Denzel, Philipp; Reif, Monika Ulrike; Schilling, Frank-Peter; Billeter, Yann; Frischknecht-Gruber, Carmen; Brunner, Stefan; Chavarriaga, Ricardo; Repetto, Marco; Iranfar, Arman,
2024.
Certification scheme for artificial intelligence based systems [Paper].
In:
34th European Safety and Reliability Conference (ESREL), Cracow, Poland, 23-27 June 2024.
ZHAW Zürcher Hochschule für Angewandte Wissenschaften.
Verfügbar unter: https://doi.org/10.21256/zhaw-30549
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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:
11th IEEE Swiss Conference on Data Science (SDS), Zurich, Switzerland, 30-31 May 2024.
ZHAW Zürcher Hochschule für Angewandte Wissenschaften.
Verfügbar unter: https://doi.org/10.21256/zhaw-30443
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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:
11th IEEE Swiss Conference on Data Science (SDS), Zurich, Switzerland, 30-31 May 2024.
ZHAW Zürcher Hochschule für Angewandte Wissenschaften.
Verfügbar unter: https://doi.org/10.21256/zhaw-30439
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Brunner, Stefan; Frischknecht-Gruber, Carmen; Reif, Monika Ulrike; Weng, Joanna,
2023.
A comprehensive framework for ensuring the trustworthiness of AI systems [Paper].
In:
Brito, Mário P.; Aven, Terje; Baraldi, Piero; Čepin, Marko; Zio, Enrico, Hrsg.,
Proceeding of the 33rd European Safety and Reliability Conference.
33rd European Safety and Reliability Conference (ESREL), Southampton, United Kingdom, 3-7 September 2023.
Singapore:
Research Publishing.
S. 2772-2779.
Verfügbar unter: https://doi.org/10.3850/978-981-18-8071-1_P230-cd
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Frischknecht-Gruber, Carmen; Heuberger, Benjamin; Reif, Monika Ulrike; Weng, Joanna; Senn, Christoph,
2023.
In:
Brito, Mário P.; Aven, Terje; Baraldi, Piero; Čepin, Marko; Zio, Enrico, Hrsg.,
Proceeding of the 33rd European Safety and Reliability Conference.
33rd European Safety and Reliability Conference (ESREL), Southampton, United Kingdom, 3-7 September 2023.
Singapore:
Research Publishing.
S. 257-264.
Verfügbar unter: https://doi.org/10.3850/978-981-18-8071-1_P414-cd
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Reif, Monika Ulrike; Weng, Joanna; Zaugg, Christoph,
2020.
Global sensitivity analysis of input variables for a train accident risk model [Paper].
In:
Baraldi, Piero; Di Maio, Francesco; Zio, Enrico, Hrsg.,
Proceedings of the 30th European Safety and Reliability Conference and 15th Probabilistic Safety Assessment and Management Conference.
30th European Safety and Reliability Conference and 15th Probabilistic Safety Assessment and Management Conference (ESREL2020 PSAM15), Venice, Italy, 1-5 November 2020.
Singapore:
Research Publishing.
S. 4923-4928.
Verfügbar unter: https://www.rpsonline.com.sg/proceedings/esrel2020/pdf/3879.pdf
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Weng, Joanna; Reif, Monika; Chavarriaga, Ricardo; Schilling, Frank-Peter,
2023.
certAInty : a certification scheme for AI systems (Innosuisse project) [Poster].
In:
Datalab Symposium, Winterthur, Schweiz, 11. Januar 2023.
ZHAW Zürcher Hochschule für Angewandte Wissenschaften.
Verfügbar unter: https://doi.org/10.21256/zhaw-27261
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Denzel, Philipp; Brunner, Stefan; Luley, Paul-Philipp; Frischknecht-Gruber, Carmen; Reif, Monika Ulrike; Schilling, Frank-Peter; Amini, Amin; Repetto, Marco; Iranfar, Arman; Weng, Joanna; Chavarriaga, Ricardo,
2023.
A framework for assessing and certifying explainability of health-oriented AI systems.
In:
Explainable AI in Medicine Workshop, Lugano, Switzerland, 2-3 November 2023.
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Weng, Joanna; et al.,
2022.
In:
Accelerator Reliability Workshop, Newport News, USA, 16-21 October 2022.