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., Denzel, P., Reif, M., Billeter, Y., Brunner, S., Forster, O., Schilling, F.-P., Weng, J., & Chavarriaga, R. (2025). AI assessment in practice : implementing a certification scheme for AI trustworthiness [Conference paper]. In R. Görge, E. Haedecke, M. Poretschkin, & A. Schmitz (Eds.), Symposium on Scaling AI Assessments (SAIA 2024) (pp. 15:1–15:18). Schloss Dagstuhl – Leibniz-Zentrum für Informatik. https://doi.org/10.4230/OASIcs.SAIA.2024.15
- Billeter, Y., Denzel, P., Chavarriaga, R., Forster, O., Schilling, F.-P., Brunner, S., Frischknecht-Gruber, C., Reif, M. U., & Weng, J. (2024). MLOps as enabler of trustworthy AI [Conference paper]. 2024 11th IEEE Swiss Conference on Data Science (SDS), 37–40. https://doi.org/10.1109/SDS60720.2024.00013
- Denzel, P., Brunner, S., Billeter, Y., Forster, O., Frischknecht-Gruber, C., Reif, M. U., Schilling, F.-P., Weng, J., Chavarriaga, R., Amini, A., Repetto, M., & Iranfar, A. (2024). Towards the certification of AI-based systems [Conference paper]. 2024 11th IEEE Swiss Conference on Data Science (SDS), 84–91. https://doi.org/10.1109/SDS60720.2024.00020
- Weng, J., Denzel, P., Reif, M. U., Schilling, F.-P., Billeter, Y., Frischknecht-Gruber, C., Brunner, S., Chavarriaga, R., Repetto, M., & Iranfar, A. (2024, June). Certification scheme for artificial intelligence based systems. 34th European Safety and Reliability Conference (ESREL), Cracow, Poland, 23-27 June 2024. https://doi.org/10.21256/zhaw-30549
- Brunner, S., Frischknecht-Gruber, C., Reif, M. U., & Weng, J. (2023). A comprehensive framework for ensuring the trustworthiness of AI systems [Conference paper]. In M. P. Brito, T. Aven, P. Baraldi, M. Čepin, & E. Zio (Eds.), Proceeding of the 33rd European Safety and Reliability Conference (pp. 2772–2779). Research Publishing. https://doi.org/10.3850/978-981-18-8071-1_P230-cd
- Frischknecht-Gruber, C., Heuberger, B., Reif, M. U., Weng, J., & Senn, C. (2023). Ensuring safety in highly automated vehicles : a review of testing and validation methods for robustness and reliability [Conference paper]. In M. P. Brito, T. Aven, P. Baraldi, M. Čepin, & E. Zio (Eds.), Proceeding of the 33rd European Safety and Reliability Conference (pp. 257–264). Research Publishing. https://doi.org/10.3850/978-981-18-8071-1_P414-cd
- Reif, M. U., Weng, J., & Zaugg, C. (2020). Global sensitivity analysis of input variables for a train accident risk model [Conference paper]. In P. Baraldi, F. Di Maio, & E. Zio (Eds.), Proceedings of the 30th European Safety and Reliability Conference and 15th Probabilistic Safety Assessment and Management Conference (pp. 4923–4928). Research Publishing. https://www.rpsonline.com.sg/proceedings/esrel2020/pdf/3879.pdf
Weitere Publikationen
- Frischknecht-Gruber, C., Denzel, P., Forster, O., Billeter, Y., Iranfar, A., Repetto, M., Reif, M. U., Schilling, F.-P., Weng, J., & Chavarriaga, R. (2025, January 28). Assessment tool for trustworthy AI systems : operational workflows for compliance assessment with regulatory requirements. AI Days @ HES-SO, Geneva and Lausanne, Switzerland, 27–29 January 2025. https://doi.org/10.21256/zhaw-32422
- Weng, J., Reif, M., Chavarriaga, R., & Schilling, F.-P. (2023, January 11). certAInty : a certification scheme for AI systems (Innosuisse project). Datalab Symposium, Winterthur, Schweiz, 11. Januar 2023. https://doi.org/10.21256/zhaw-27261
Mündliche Konferenzbeiträge und Abstracts
- Denzel, P., Brunner, S., Luley, P.-P., Frischknecht-Gruber, C., Reif, M. U., Schilling, F.-P., Amini, A., Repetto, M., Iranfar, A., Weng, J., & Chavarriaga, R. (2023, November 2). A framework for assessing and certifying explainability of health-oriented AI systems. Explainable AI in Medicine Workshop, Lugano, Switzerland, 2-3 November 2023.
- Weng, J. (2022, October 20). Hardware integrity assessment of the Fast Beam Interlock System (FBIS) at the European Spallation Source (ESS). Accelerator Reliability Workshop, Newport News, USA, 16-21 October 2022.