Dr. Joanna Weng
Dr. Joanna Weng
ZHAW
School of Engineering
Abteilung Bildung
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.
Lehrtätigkeit in der Weiterbildung
CAS Safe and Secure AI – Standards, Methods and Best Practices
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
- Personnel Safety System at the European Spallation Source / Projektleiter:in / laufend
- Certification program for assessing ethics of Autonomous Intelligent Systems (IEEE CertifAIEd Assessor Training) / Teammitglied / abgeschlossen
- Survey zum Diversitätsklima von Studierenden an der ZHAW / Teammitglied / abgeschlossen
- certAInty – A Certification Scheme for AI systems / Co-Projektleiter:in / abgeschlossen
- Machine Protection and Autonomous Predictive Interlock System / Stellv. Projektleiter:in / abgeschlossen
- Relevanz von Risikomodellparameter 2 / Projektleiter:in / abgeschlossen
- Personal Safety Systems / 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
Schriftliche Konferenzbeiträge, peer-reviewed
- Frischknecht-Gruber, C. et al. (2025) 'AI assessment in practice : implementing a certification scheme for AI trustworthiness', in Görge, R. et al. (eds) Symposium on Scaling AI Assessments (SAIA 2024). Schloss Dagstuhl – Leibniz-Zentrum für Informatik, pp. 15:1–15:18. doi: 10.4230/OASIcs.SAIA.2024.15.
- Denzel, P. et al. (2024) 'Towards the certification of AI-based systems', in 2024 11th IEEE Swiss Conference on Data Science (SDS). IEEE, pp. 84–91. doi: 10.1109/SDS60720.2024.00020.
- Billeter, Y. et al. (2024) 'MLOps as enabler of trustworthy AI', in 2024 11th IEEE Swiss Conference on Data Science (SDS). IEEE, pp. 37–40. doi: 10.1109/SDS60720.2024.00013.
- Weng, J. et al. (2024) 'Certification scheme for artificial intelligence based systems', in 34th European Safety and Reliability Conference (ESREL), Cracow, Poland, 23-27 June 2024. ZHAW Zürcher Hochschule für Angewandte Wissenschaften. doi: 10.21256/zhaw-30549.
- Frischknecht-Gruber, C. et al. (2023) 'Ensuring safety in highly automated vehicles : a review of testing and validation methods for robustness and reliability', in Brito, M. P. et al. (eds) Proceeding of the 33rd European Safety and Reliability Conference. Singapore: Research Publishing, pp. 257–264. doi: 10.3850/978-981-18-8071-1_P414-cd.
- Brunner, S. et al. (2023) 'A comprehensive framework for ensuring the trustworthiness of AI systems', in Brito, M. P. et al. (eds) Proceeding of the 33rd European Safety and Reliability Conference. Singapore: Research Publishing, pp. 2772–2779. doi: 10.3850/978-981-18-8071-1_P230-cd.
- Reif, M. U., Weng, J. and Zaugg, C. (2020) 'Global sensitivity analysis of input variables for a train accident risk model', in Baraldi, P., Di Maio, F., and Zio, E. (eds) Proceedings of the 30th European Safety and Reliability Conference and 15th Probabilistic Safety Assessment and Management Conference. Singapore: Research Publishing, pp. 4923–4928. Available at: https://www.rpsonline.com.sg/proceedings/esrel2020/pdf/3879.pdf.
Weitere Publikationen
- Frischknecht-Gruber, C. et al. (2025) 'Assessment tool for trustworthy AI systems : operational workflows for compliance assessment with regulatory requirements', in AI Days @ HES-SO, Geneva and Lausanne, Switzerland, 27–29 January 2025. ZHAW Zürcher Hochschule für Angewandte Wissenschaften. doi: 10.21256/zhaw-32422.
- Weng, J. et al. (2023) 'certAInty : a certification scheme for AI systems (Innosuisse project)', in Datalab Symposium, Winterthur, Schweiz, 11. Januar 2023. ZHAW Zürcher Hochschule für Angewandte Wissenschaften. doi: 10.21256/zhaw-27261.
Mündliche Konferenzbeiträge und Abstracts
- Denzel, P. et al. (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.
- Weng, J. (2022) 'Hardware integrity assessment of the Fast Beam Interlock System (FBIS) at the European Spallation Source (ESS)', in Accelerator Reliability Workshop, Newport News, USA, 16-21 October 2022.