Research output per year
Research output per year
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 Bayesian compressive sensing: Stochastic harmonic function based random field simulation method incorporating with Gaussian mixture model to consider fusion of multi-groups of spatial data
He, J., Gao, R., Feng, D. C. & Beer, M., 1 May 2026, In: Mechanical Systems and Signal Processing. 251, 114199.Research output: Contribution to journal › Article › Research › peer review
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A Bayesian polynomial chaos neural network for the analysis and design of a Y-frame core sandwich panel
He, W., Wang, C., Li, Y. & Beer, M., 19 May 2026, In: Engineering with computers. 42, 3, 108.Research output: Contribution to journal › Article › Research › peer review
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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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13th International Conference on Structural Dynamics (EURODYN 2026), Hannover, 27.09.26 - 01.10.26
Beer, M. (Principal Investigator)
15 Apr 2026 → 30 Jun 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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Entropieprobabilistische Methoden und Modelle der Risikoanalyse zur Erhöhung der Zuverlässigkeit komplexer adaptiver Systeme
Beer, M. (Principal Investigator)
1 Jan 2025 → 31 Dec 2027
Project: Research
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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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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
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