Search Results - "Hermann, G."
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1
Epistemic uncertainty-based reliability analysis for engineering system with hybrid evidence and fuzzy variables
Published in Computer methods in applied mechanics and engineering (01-10-2019)“…With the rapid development of reliability analysis theory, the safety assessment for engineering systems with hybrid epistemic uncertainties has received…”
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2
Evidence theory-based reliability optimization design using polynomial chaos expansion
Published in Computer methods in applied mechanics and engineering (01-11-2018)“…With the development of reliability technique, the safety assessment for the problem with epistemic uncertainty has attracted widespread attention. Evidence…”
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3
A modified parallelepiped model for non-probabilistic uncertainty quantification and propagation analysis
Published in Computer methods in applied mechanics and engineering (01-09-2020)“…As a typical convex model, the parallelepiped plays an important role in the non-probabilistic uncertainty quantification with simultaneous dependent and…”
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4
A comparative study of two interval-random models for hybrid uncertainty propagation analysis
Published in Mechanical systems and signal processing (01-02-2020)“…•Parallel-type and embedded-type interval-random models are presented to quantify hybrid uncertainties.•A universal numerical approach is proposed for hybrid…”
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5
Considerations on the identifiability of fracture and bond properties of reinforced concrete
Published in International journal for numerical methods in engineering (15-09-2023)“…This work tackles the issue of identifiability of fracture and bond properties in reinforced concrete. The basis for modeling of fracture is a computational…”
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6
Random model with fuzzy distribution parameters for hybrid uncertainty propagation in engineering systems
Published in Computer methods in applied mechanics and engineering (01-02-2020)“…As a typical method for hybrid uncertainty analysis, imprecise probability theory recently plays an increasing important role in many engineering systems. To…”
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7
Non-probabilistic interval process model and method for uncertainty analysis of transient heat transfer problem
Published in International journal of thermal sciences (01-10-2019)“…Due to the aggressive and changing environmental conditions, various time-varying uncertainties widely exist in many engineering heat transfer problems. This…”
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8
Novel model calibration method via non-probabilistic interval characterization and Bayesian theory
Published in Reliability engineering & system safety (01-03-2019)“…•A combined interval-Bayesian framework is constructed for model calibration.•Interval parameters via Bayesian update give a faithful uncertainty…”
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9
Concrete gravity dams model parameters updating using static measurements
Published in Engineering structures (01-10-2019)“…The structural control of concrete gravity dams is of primary importance. In this context, numerical models play a fundamental role both to assess the…”
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The Assessment of SpondyloArthritis international Society (ASAS) handbook: a guide to assess spondyloarthritis
Published in Annals of the rheumatic diseases (01-06-2009)“…The field of spondyloarthritis (SpA) has experienced major progress in the last decade, especially with regard to new treatments, earlier diagnosis, imaging…”
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11
Novel interval theory‐based parameter identification method for engineering heat transfer systems with epistemic uncertainty
Published in International journal for numerical methods in engineering (10-08-2018)“…Summary The parameter identification problem with epistemic uncertainty, where only a small amount of experimental information is available, is a challenging…”
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12
Hybrid evidence-and-fuzzy uncertainty propagation under a dual-level analysis framework
Published in Fuzzy sets and systems (15-07-2019)“…With the development of modern computing technology, the uncertainty propagation theory plays an increasing important role in the thermal engineering practice…”
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13
Reduced model of macro-scale stochastic plasticity identification by Bayesian inference: Application to quasi-brittle failure of concrete
Published in Computer methods in applied mechanics and engineering (01-12-2020)“…In this paper we deal with a probability-based scale bridging for concrete material when passing the detailed information at the meso-scale (the scale where…”
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14
FFT-based homogenisation accelerated by low-rank tensor approximations
Published in Computer methods in applied mechanics and engineering (01-06-2020)“…Fast Fourier transform (FFT) based methods have turned out to be an effective computational approach for numerical homogenisation. In particular,…”
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15
Dual interval-and-fuzzy analysis method for temperature prediction with hybrid epistemic uncertainties via polynomial chaos expansion
Published in Computer methods in applied mechanics and engineering (01-07-2018)“…In both mathematical theory and engineering application, the uncertainty propagation problem with incomplete knowledge, especially when different types of…”
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16
Epistemic uncertainty-based model validation via interval propagation and parameter calibration
Published in Computer methods in applied mechanics and engineering (01-12-2018)“…The model validation with respect to epistemic uncertainty, where only a small amount of experimental data is available, is a challenging problem in practical…”
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17
Cell therapy for lung disease
Published in European respiratory review (30-06-2017)“…Besides cancer and cardiovascular diseases, lung disorders are a leading cause of morbidity and death worldwide. For many disease conditions no effective and…”
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18
Galerkin methods for linear and nonlinear elliptic stochastic partial differential equations
Published in Computer methods in applied mechanics and engineering (08-04-2005)“…Stationary systems modelled by elliptic partial differential equations—linear as well as nonlinear—with stochastic coefficients (random fields) are considered…”
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19
Iterative algorithms for the post-processing of high-dimensional data
Published in Journal of computational physics (01-06-2020)“…•Developed fast iterative algorithms for post-processing tasks on large high-dimensional data sets.•Compute the maxima, minima, the number of values in a given…”
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Dual-stage uncertainty modeling and evaluation for transient temperature effect on structural vibration property
Published in Computational mechanics (01-02-2019)“…In practical engineering, the changing structural temperature distribution has been considered as an important factor influencing the structural vibration…”
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