Personal profile
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
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A Class-Aware Supervised Contrastive Graph Network for CNC machining condition monitoring with class-imbalanced data
Sun, Y., Zhu, H., Xu, Y., Feng, K., Xiong, Z., Ji, J. C. & Beer, M., 15 Jul 2026, In: Mechanical Systems and Signal Processing. 256, 114479.Research output: Contribution to journal › Article › Research › peer review
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A comprehensive review of modeling techniques for double-row tapered roller bearings
Zheng, J., Li, L., Tong, V. C., Ni, Q., Xu, L., Feng, K., Beer, M. & Hu, Y. A., Mar 2026, In: Tribology international. 215, 111425.Research output: Contribution to journal › Review article › Research › peer review
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Active and collaborative Bayesian calibration of model parameters and bias
Hong, F., Wei, P., Xu, H. & Beer, M., 15 Jan 2026, In: Mechanical Systems and Signal Processing. 244, 113817.Research output: Contribution to journal › Article › Research › peer review
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A dynamic reliability assessment method for multi-state manufacturing system by merging imprecise observational information
Huang, T., Zhang, Q., Beer, M., Liu, Y. & Huang, H. Z., Feb 2026, In: Reliability Engineering and System Safety. 266, 111722.Research output: Contribution to journal › Article › Research › peer review
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A non-iteration partitioned method with a sliding window for large-scale time-variant vehicle-track-bridge systems
Yin, W., Yuan, P., Cai, C. S., Xiong, W. & Beer, M., Jun 2026, In: Applied mathematical modelling. 154, 116698.Research output: Contribution to journal › Article › Research › peer review
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Collaborative Research Centre 1463/2, sub-project C01: Robust monitoring concepts for offshore wind turbines
Beer, M. (Principal Investigator) & Marx, S. (Principal Investigator)
1 Jan 2025 → 31 Dec 2028
Project: Research
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ThermoOptiPlan: Projekt TG: Optimierung der Planung und des Betriebs von Geothermiesystemen mittels innovativer Prognosetools; Teilvorhaben: Automatisierung von Datenauswertung und -interpretation und stochastische Modellierungsansätze für Geothermiesysteme
Neuweiler, I. (Principal Investigator), Beer, M. (Principal Investigator), Sester, M. (Principal Investigator) & Qian, N. (Project staff)
1 Jan 2025 → 31 Dec 2027
Project: Research
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Forschungsplattform "Geoenergiesysteme"
Neuweiler, I. (Principal Investigator), Beer, M. (Principal Investigator), Broggi, M. (Principal Investigator), Sester, M. (Principal Investigator) & Lonappan, J. (Project staff)
1 Oct 2024 → 30 Sept 2029
Project: Research
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Intelligent resilience analysis for infrastructure considering uncertain real-time data (project in the Priority Programme 2388: Hundred plus - Extending the Lifetime of Complex Engineering Structures through Intelligent Digitalization)
Broggi, M. (Principal Investigator) & Beer, M. (Principal Investigator)
1 Dec 2022 → 30 Nov 2025
Project: Research
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Experimentally-validated stochastic model for freeze-thaw microstructural degradation and damage of hardened cement paste
Beer, M. (Principal Investigator), Broggi, M. (Principal Investigator) & Haist, M. (Principal Investigator)
1 May 2022 → 30 Apr 2026
Project: Research
Datasets
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Strain Data from Saled Three-Point-Bending Test for Sensor Fault Detection
Westerhausen, S. M. Z. (Creator), Bartels, J. H. (Creator), Potthast, T. (Creator), Beer, M. (Creator), Marx, S. (Creator) & Lachmayer, R. (Creator), Forschungsdaten-Repositorium der LUH, 12 May 2025
DOI: 10.25835/gq9sf8i7, https://data.uni-hannover.de/dataset/4398a205-8714-4942-87a7-2b08caa0d87f
Dataset
Prizes
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Alfredo Ang Award on Risk Analysis and Management of Civil Infrastructure
Beer, M. (Recipient), 7 Jul 2022
Prize
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CADLM PRIZE 2007 - Intelligent Optimal Design
Beer, M. (Recipient) & Liebscher, M. (Recipient), 2007
Prize
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Certificate for Highly Cited Research
Beer, M. (Recipient), Zhang, Y. (Recipient), Quek, S.-T. (Recipient) & Phoon, K.-K. (Recipient), 2016
Prize
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Activities
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Systems Reliability Analysis; coping with Complexity and Uncertainties
Beer, M. (Keynote speaker)
2 May 2023 → 4 May 2023Activity: Talk or presentation › Keynote talk
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Effi¬cient structural dynamics analysis with aleatory and epistemic uncertainties
Beer, M. (Keynote speaker)
7 Apr 2023 → 9 Apr 2023Activity: Talk or presentation › Keynote talk
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Effective systems modeling for decision-making in complex environments
Beer, M. (Keynote speaker)
23 Feb 2023 → 25 Feb 2023Activity: Talk or presentation › Keynote talk
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Information Sciences (Journal)
Beer, M. (Editor)
Jan 2023 → …Activity: Publication/conference peer review and editorial work › Editorial work
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European Association for Structural Dynamics (EASD) (External organisation)
Beer, M. (Board member)
2023 → 2026Activity: Membership › Membership in the board of an organization