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An active learning approach for reliability assessment of passive ...


An active learning approach for reliability assessment of passive ...

Key parameters were obtained using global sensitivity analysis methods prior to the reliability analysis. •. An adaptive PCE model based on bootstrap method was ...

An active learning approach for reliability assessment of passive ...

To assess the reliability of passive safety systems characterized by moving working fluids, the methodology called Reliability Methods for Passive Safety ...

An active learning approach for reliability assessment of passive ...

An active learning approach for reliability assessment of passive systems combining polynomial chaos expansion and adaptive sampling.

AK-MCS: An active learning reliability method combining Kriging ...

Engineering problems involve more and more complex computer codes and the evaluation of the probability of failure may require very time- ...

Progress in Methodologies for the Assessment of Passive Safety ...

The publication focuses on the different reliability assessment approaches, methodologies, analysis and evaluation of the results and technical challenges. It ...

Reliability Assessment of Passive Safety Systems for Nuclear ... - MDPI

... a passive system by means of an improved Line Sampling method ... AK-MCS: An active learning reliability method combining Kriging and Monte Carlo Simulation.

An active learning approach for assessing robot grasp reliability

PDF | Learning techniques in robotic grasping applications have usually been concerned with the way a hand approaches to an object, or with improving.

Active Learning Approaches for Labeling Text: Review and ...

active learningstatistical analysis of textssupervised learningintercoder reliability ... Active learning and passive learning performance ...

The Effect of Passive and Active Education Methods Applied in ...

In the same line of thought, it was expected that students who had revisited anatomical knowledge with active learning methods would recall more knowledge in a ...

An active learning method combining kriging and probability density ...

AK-PDF: An active learning method combining kriging and probability density function for efficient reliability analysis ... passive system.

Charting the Course of Active Learning Methods Research

The article was written in 2023 under the title An Efficient and Versatile Kriging-Based Active Learning Method for Structural Reliability Analysis published by ...

An improved active learning method combing with the weight ...

... passive system. Reliab Eng Syst ... An active weight learning method for efficient reliability assessment with small failure probability.

Active learning increases student performance in science ... - PNAS

... active learning. The analysis supports theory claiming that calls to increase the number of students receiving STEM degrees could be answered, at least in ...

Active learning-based machine learning approach for enhancing ...

... passive and active design solutions ... Model analysis of energy consumption data for green building using deep learning neural network.

Machine Learning-Based System Reliability Analysis with Gaussian ...

... Passive System. ... An Efficient Structural Reliability Analysis Method With Active Learning Kriging-Assisted Robust Adaptive Importance Sampling.

Active learning for data streams: a survey | Machine Learning

How can active learning methods be made scalable and efficient for high-velocity data streams? 5. Evaluation. What are appropriate evaluation ...

Research on reliability assessment approach of marine passive ...

Weihao, Reliability analysis based on active learning kriging model[J], Air & Space Defense, № vol 6, с. 1:5; Xie, Calculation of physical failure ...

An approach to constructing effective training data for a classification ...

... training data for a classification model to evaluate the reliability of a passive safety system ... "An active learning reliability analysis method using adaptive ...

An efficient method for passive safety systems reliability assessment

Semantic Scholar extracted view of "An efficient method for passive safety systems reliability assessment" by Yu Yu et al.

Active Versus Passive Learning - Academic Support

In reality, you have done little to no further analysis ... Below is a comparison of some passive learning strategies to avoid as well as active learning ...