Journal ArticleDOI
Probability, Reliability and Statistical Methods in Engineering Design
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This article is published in Journal of Structural Engineering-asce.The article was published on 2001-01-01. It has received 451 citations till now. The article focuses on the topics: Probabilistic design & Reliability (statistics).read more
Citations
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Journal ArticleDOI
Is My Model Good Enough? Best Practices for Verification and Validation of Musculoskeletal Models and Simulations of Movement
TL;DR: Practical guidelines for verification and validation of NMS models and simulations are established that researchers, clinicians, reviewers, and others can adopt to evaluate the accuracy and credibility of modeling studies.
Journal ArticleDOI
Adaptive Designs of Experiments for Accurate Approximation of a Target Region
TL;DR: An iterative strategy to build designs of experiments is proposed, which is based on an explicit trade-off between reduction of global uncertainty and exploration of the regions of interest, which shows that a substantial reduction of error can be achieved in the crucial regions.
Journal ArticleDOI
Adaptive explicit decision functions for probabilistic design and optimization using support vector machines
Anirban Basudhar,Samy Missoum +1 more
TL;DR: This article presents a methodology to generate explicit decision functions using support vector machines (SVM) and proposes an adaptive sampling scheme that updates the decision function.
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Validation of reliability computational models using Bayes networks
Sankaran Mahadevan,Ramesh Rebba +1 more
TL;DR: The methodology includes uncertainty in the experimental measurement, and the posterior and prior distributions of the model output are used to compute a validation metric based on Bayesian hypothesis testing.
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Adaptive probability analysis using an enhanced hybrid mean value method
TL;DR: In this article, an adaptive probability analysis method is proposed to generate the probability distribution of the output performance function by identifying the propagation of input uncertainty to output uncertainty, which is based on an enhanced hybrid mean value (HMV+) analysis in the performance measure approach.
References
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Dissertation
An innovative approach to tibiofemoral joint modelling
TL;DR: A force-based approach to personalised tibiofemoral models – this section attested on an ex vivo dataset that the model based on compliance matrices can be personalised using data from clinical tests, which opens the way to future exciting applications.
Journal ArticleDOI
Three-dimensional numerical and linearly distributed multi-parameter fitted analytical modeling of hybrid beam–column with partially welded flush end-plate connection:
TL;DR: In this article, the flexural behavior of partially welded flush end-plate connections incorporating built-up hybrid beams and columns is analyzed and numerically investigated. And an experimentally obeying three-dimensional (3D) constraint is presented.
Draft: a framework for collaborative surrogate model selection (cosmos)
TL;DR: The primary goal of COSMOS is to allow the selection and usage of globally competitive surrogate models and will offer an open online platform where users from within and beyond the Engineering Design (and MDO) community can submit.
Journal ArticleDOI
A Study of Shelf Life about Li-ion Battery
Kim Dongseong,Hong-Sik Jin +1 more
TL;DR: A study was conducted to find the shelf life of a Li-ion battery used in one-shot devices and found that the performance of the battery decreased by more than 15% after a certain period of time.