Dr. Joanna Weng

Persönliches Profil

Tätigkeit an der ZHAW

Dozentin für Mathematik, Physik und Physikalische Grundlagen der Sensorik
F&E Projekte im Schwerpunkt Sicherheitskritische Systeme am Institut für Angewandte Mathematik und Physik (IAMP)
Centre for Artificial Intelligence (CAI) Assossiate



www.zhaw.ch/iamp/sks

Arbeits- und Forschungsschwerpunkte, Spezialkenntnisse

Functional Safety, STPA, IEC61508, Certification of AI systems, Particle Physics

Aus- und Fortbildung

CAS Projektmanagement
Functional Safety: FS Engineer (TÜV Rheinland) Certificate

Beruflicher Werdegang

1998 - 2003 Studium der Physik (KIT Karlsruhe)
2003 - 2006 Promotion in Kern und Teilchenphysik (KIT Karlsruhe/CERN)
2007 - 2011 Wissenschaftlicher Mitarbeiter (ETH Zürich)
2013 - 2017 Senior Engineer Safety Analysis (Kernkraftwerk Mühleberg/BKW)

Mitglied in Netzwerken

• SheroES - community for women in tech at the School of Engineering (Intranet only)
• ZHAW Datalab
• CERN Alumni

Projekte

• certAInty – A Certification Scheme for AI systems / Co-ProjektleiterIn / Projekt laufend
• Relevanz von Risikomodellparameter 2 / ProjektleiterIn / Projekt abgeschlossen
• Relevanz von Risikomodellparameter / ProjektleiterIn / Projekt abgeschlossen
• SmartRail 4.0 / Teammitglied / Projekt abgeschlossen

Publikationen

• 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

• 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

• Weng, Joanna; et al.,

  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.

Publikationen vor Tätigkeit an der ZHAW

Google Scholar: scholar.google.com/citations

Theses
J. Weng, “Parameterisation of electromagnetic showers and search for large extra dimensions in pp collisions at sqrt(s) = 14 TeV.” Ph.D. Thesis, University of Karlsruhe, CERN-THESIS-2006-062, IEKP-KA/2006-16, 2006


J. Weng, “Analysis of the H ->4 muons decay channel in the object oriented framework of CMS.” Diploma Thesis, University of Karlsruhe, IEKP-KA/2003-29, 2003


Journal Publications (excerpt)
1. CMS Collaboration, S. Chatrchyan et al., “Observation of a new boson at a mass of 125 GeV with the CMS experiment at the LHC,” Phys.Lett. B716 (2012) 30–61, arXiv:1207.7235

2. CMS Collaboration, S. Chatrchyan et al., “Measurement of W+W− production and search for the Higgs boson in pp collisions at sqrt(s) = 7 TeV,” Phys. Lett. B699 (2011) 25–47, arXiv:1102.5429

3. CMS Collaboration, V. Khachatryan et al., “First Measurement of Hadronic Event Shapes in pp
Collisions at sqrt(s) = 7 TeV,” Phys. Lett. B699 (2011) 48–67, arXiv:1102.0068

4. CMS Collaboration, J. Weng, “QCD Jet Physics with the CMS Detector at the LHC.” Proc. of the
4th Intl. Conference on Hard and Electromagnetic Probes of High Energy Nuclear Collisions (Hard
Probes 2010), Eilat, Israel, 2010

5. CMS Collaboration, J. Weng, “Performance of Jet and Missing Transverse Energy Reconstruction
with CMS in pp Collisions at 7 TeV.” Proc. of 35th Intl. Conference on High Energy Physics, Paris,
France, 2010

6. CMS Collaboration, “Measurement of the Inclusive Jet Cross Section in pp Collisions at 7 TeV.”
CMS-PAS-QCD-10-011, 2010

7. J. Campbell, J. Huston, P. Nadolsky, F.-P. Schilling, P. Uwer, and J. Weng, “Common Ntuple
Output format for NLO Calculations.” Proc. of the 9th Workshop on Physics at TeV Colliders, Les
Houches, France, 2009

8. CMS Collaboration, “The Jet Plus Tracks Algorithm for Calorimeter Jet Energy Corrections in
CMS.” CMS-PAS-JME-09-002, 2009

9. J. Weng, “A Global Event Description using Particle Flow with the CMS Detector,”
arXiv:0810.3686. Proc. of 34th Intl. Conference on High Energy Physics, Philadelphia, USA, 2008

10. J. Weng, G. Quast, C. Saout, A. De Roeck, and M. Spiropulu, “Search for ADD direct graviton
emission in photon plus missing transverse energy final state at CMS.” CERN-CMS-NOTE-2006-129, 2006

11. CLIC Physics Working Group Collaboration, E. Accomando et al., “Physics at the CLIC multi-TeV
linear collider,” arXiv:hep-ph/0412251

12. J. Weng, E. Barberio, and A. Waugh, “Fast shower parameterization for electromagnetic cascades.” Prepared for 9th ICATPP Conference on Astroparticle, Particle, Space Physics, Detectors and Medical Physics Applications, Como, Italy, 2005

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