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Noémi Friedman, Ph.D.

research fellow
Email
@email
Phone
+36 1 279 6118
Address
1111 Budapest, Lágymányosi u. 11.
Room number
L 103

Artificial Intelligence Laboratory

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Research Interest

  • Stochastic computations, uncertainty quantification, sensitivity analysis
  • Parametric problems, Bayesian inversion, parameter identification
  • Big data analysis, machine learning, data driven modelling
  • Structural mechanics, non-linear FE modelling, stability analysis
  • Low-rank approximations, reduced order models
  • Closed loop control
  • Structural reliability, smart monitoring and maintenance
  • Smart sustainable systems, highly flexible structural systems

Recent Invited Talks/Lectures

  • International PhD. webinar on "Bayesian (finite element) model updating" (lectures co-held with Prof. Hermann G. Matthies)
    Organized by the University of Ljubljana, 25-30.09.2020
  • "Coupling Engineering Simulations with Stochastic Analysis and Data Science"
    Invited talk at the Faculty of Civil Eng., University of Ljubljana, 27.09.2019
  • "On taking into account modelling errors in Bayesian parameter identification"
    Invited talk at the Institute of Scientific Computing TU Braunschweig, 08.05.2019, Braunschweig, Germany
  • "Uncertainties in Engineering Systems and Probabilistic Approaches to Cope with them"
    Invited talk at DLR (National Aeronautics and Space Research Centre of the Federal Republic of Germany), 27.02.2019, Braunschweig, Germany

Former Working Experience

  • Post-doc researcher
    Institute of Scientific Computing, Faculty of Computer Science, TU Braunschweig
  • Assistant professor
    Ybl Faculty of Architecture and Civil Eng., Szent István Univ.
  • Guest lecturer, assistant research fellow
    Budapest University of Technology and Economics (BME)

Education

  • PhD in Civil Engineering
    PhD in cotutelle, École Normale Supérieure (ENS) de Cachan & Budapest University of Technology and Economics (BME)
    Thesis: Highly Flexible Deployable Structures: Review, Modeling, Control, Experiments and Application
  • MSc - DEA M.A.i.S.E ((Matériaux Intégrité des Structures dans leur Envinnement)
    École Normale Supérieure (ENS) de Cachan
  • Integrated BSc and MSc of Civil Engineering (specialization: structural engineering and architecture)

Publications

Important publications

2024

BUILDINGS, 14 (3). ISSN 2075-5309

Modelling of Multi-Storey Cross-Laminated Timber Buildings for Vibration Serviceability

Authors
Kurent, B
Friedman, Noémi
Brank, B
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2024

PROBABILISTIC ENGINEERING MECHANICS, 77 ISSN 0266-8920

Bayesian model updating of eight-storey CLT building using modal data

Authors
Kurent, B
Friedman, Noémi
Aloisio, A
Pasca, D
Tomasi, R
Brank, B
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2023

SCIRES-IT: SCIENTIFIC RESEARCH AND INFORMATION TECHNOLOGY, 13 (2)., pp. 137-150. ISSN 2239-4303

The Horizon Europe “BUILDCHAIN” Project Presentation: Trustworthy Building Life-Cycle Knowledge Graph for Sustainability and Energy Efficiency

Authors
Bevilacqua, M G
Caroti, G
Croce, P
Friedman, Noémi
Landi, F
Piemonte, A
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2023

PROCEEDINGS OF MACHINE LEARNING RESEARCH, 211, pp. 1429-1440. ISSN 2640-3498

Wing shape estimation with Extended Kalman filtering and KalmanNet neural network of a flexible wing aircraft

Authors
Hadlaczky, Bence Zsombor
Friedman, Noémi
Takarics, Béla
Vanek, Bálint
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2022

ENGINEERING STRUCTURES, 266 ISSN 0141-0296

Bayesian updating of tall timber building model using modal data

Authors
Kurent, B
Friedman, Noémi
Ao, W K
Brank, B
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All publications