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Academy of Mathematics and Systems Science, CAS Colloquia & Seminars：Failure-informed adaptive sampling for PINNs
PINN 故障知情 自适应 采样
2023/5/8
Physics-informed neural networks (PINNs) have emerged as an effective technique for solving PDEs in a wide range of domains. Recent research has demonstrated, however, that the performance of PINNs ca...
Bayesian Inference and Prediction of Burr Type XII Distribution for Progressive First Failure Censored Sampling
Burr Type XII Distribution Progressive First-Failure Censored Sample Bayesian Estimations Gibbs Sampling Markov Chain Monte Carlo Posterior Predictive Density
2013/1/28
This paper deals with Bayesian inference and prediction problems of the Burr type XII distribution based on progressive first failure censored data. We consider the Bayesian inference under a squared ...
Semi-Markovian Model of Monotonous System Maintenance with Regard to Operating Time to Failure of Each Element
Maintenance Semi-Markovian Process System Stationary Characteristics System Performance Indexes Optimization
2013/1/29
An explicit form of reliability and economical stationary performance indexes for monotonous multicomponent system with regard to its elements’ maintenance has been found. The maintenance strategy inv...
Software Project Success: Moving Beyond Failure
Software Project Success Moving Beyond Failure
2010/9/21
Success and failure in software projects appear to be difficult to define. While there is a consensus around the prevalence of project failure, new projects seem destined to repeat past mistakes. This...