A fast Bayesian inference scheme for identification of local structural properties of layered composites based on wave and finite element-assisted metamodeling strategy and ultrasound measurements
Sign Up to like & getrecommendations! Published in 2020 at "Mechanical Systems and Signal Processing"
DOI: 10.1016/j.ymssp.2020.106802
Abstract: Abstract Reliable verification and evaluation of the mechanical properties of a layered composite ensemble are critical for industrially relevant applications, however it still remains an open engineering challenge. In this study, a fast Bayesian inference… read more here.
Keywords: bayesian inference; fast bayesian; properties layered; inference scheme ... See more keywords
FBB: a fast Bayesian-bound tool to calibrate RNA-seq aligners
Sign Up to like & getrecommendations! Published in 2017 at "Bioinformatics"
DOI: 10.1093/bioinformatics/btw608
Abstract: Motivation: Despite RNA-seq reads provide quality scores that represent the probability of calling a correct base, these values are not probabilistically integrated in most alignment algorithms. Based on the quality scores of the reads, we… read more here.
Keywords: fast bayesian; bound; bayesian bound; rna seq ... See more keywords
Fast Bayesian Tomography of a Two-Qubit Gate Set in Silicon
Sign Up to like & getrecommendations! Published in 2022 at "Physical Review Applied"
DOI: 10.1103/physrevapplied.17.024068
Abstract: T. J. Evans, W. Huang, J. Yoneda, R. Harper, T. Tanttu, K. W. Chan, F. E. Hudson, K. M. Itoh, A. Saraiva, C. H. Yang, A. S. Dzurak, and S. D. Bartlett Centre for Engineered… read more here.
Keywords: bayesian tomography; tomography two; two qubit; fast bayesian ... See more keywords
Fast Bayesian Inversion of Airborne Electromagnetic Data Based on the Invertible Neural Network
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Geoscience and Remote Sensing"
DOI: 10.1109/tgrs.2023.3264777
Abstract: The inversion of airborne electromagnetic (AEM) data suffers from severe nonuniqueness in the solution. Bayesian inference provides the means to estimate structural uncertainty with a rich suite of statistical information. However, conventional Bayesian methods are… read more here.
Keywords: inversion; bayesian inversion; fast bayesian; inversion airborne ... See more keywords
Fast Bayesian inference for large occupancy datasets.
Sign Up to like & getrecommendations! Published in 2022 at "Biometrics"
DOI: 10.1111/biom.13816
Abstract: In recent years, the study of species' occurrence has benefited from the increased availability of large-scale citizen-science data. Whilst abundance data from standardized monitoring schemes are biased towards well-studied taxa and locations, opportunistic data are… read more here.
Keywords: occupancy; inference large; fast bayesian; bayesian inference ... See more keywords
Fast Bayesian Deconvolution Using Simple Reversible Jump Moves
Sign Up to like & getrecommendations! Published in 2021 at "Journal of the Physical Society of Japan"
DOI: 10.7566/jpsj.90.034001
Abstract: We propose a Markov chain Monte Carlo-based deconvolution method designed to estimate the number of peaks in spectral data, along with the optimal parameters of each radial basis function. Assuming... read more here.
Keywords: deconvolution using; bayesian deconvolution; fast bayesian; simple reversible ... See more keywords