Dr. Joanna Weng
Dr. Joanna Weng
ZHAW
School of Engineering
Sicherheitskritische Systeme A
Technikumstrasse 71
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
- CERN Alumni
- ZHAW Datalab
- SheroES - community for women in tech at the School of Engineering (Intranet only)
- ETH Alumni
- Schweizerische Vereinigung der Ingenieurinnen
- Women in Power
- Advance
ORCID digital identifier
Social Media
Projekte
- Certification program for assessing ethics of Autonomous Intelligent Systems (IEEE CertifAIEd Assessor Training) / Teammitglied / laufend
- Survey zum Diversitätsklima von Studierenden an der ZHAW / Teammitglied / laufend
- certAInty – A Certification Scheme for AI systems / Co-Projektleiter:in / laufend
- Machine Protection and Autonomous Predictive Interlock System / Stellv. Projektleiter:in / laufend
- Personal Safety Systems / Projektleiter:in / laufend
- Relevanz von Risikomodellparameter 2 / Projektleiter:in / abgeschlossen
- Relevanz von Risikomodellparameter / Projektleiter:in / abgeschlossen
- SmartRail 4.0 / Teammitglied / abgeschlossen
- Personnel Safety System (PSS) at the European Spallation Source / Projektleiter:in / abgeschlossen
Publikationen
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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:
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
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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:
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
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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
-
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
-
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
-
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.