Profile picture not found

Prof. Dr.  Michael Beer

https://orcid.org/0000-0002-0611-0345
View graph of relations

Research interests

Assessment of performance and reliability of complex engineered systems under severe uncertainties with particular emphasis on imprecise probabilities and multi-disciplinary approaches in (i) Reliability and Risk Analysis, (ii) Uncertainty Quantification, (iii) Simulation Techniques for Processing Uncertainty, (iv) Robust Design

Show moreShow less

Latest publications

  1. Published
    Bayesian reinforcement learning reliability analysis

    Research output: Contribution to journal › Article › Research › peer review

  2. Published
    An efficient method for reliability-based design optimization of structures under random excitation by mapping between reliability and operator norm

    Research output: Contribution to journal › Article › Research › peer review

  3. E-pub ahead of print
    rLSTM-AE for dimension reduction and its application to active learning-based dynamic reliability analysis

    Research output: Contribution to journal › Article › Research › peer review

View all (468)

Latest activities

  1. Systems Reliability Analysis; coping with Complexity and Uncertainties

    Activity: Talk or presentation › Keynote talk

  2. Effi¬cient structural dynamics analysis with aleatory and epistemic uncertainties

    Activity: Talk or presentation › Keynote talk

  3. Effective systems modeling for decision-making in complex environments

    Activity: Talk or presentation › Keynote talk

View all (94)