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Academic Journal

Constructing a Simulation Surrogate with Partially Observed Output

Authors : Chan, Moses Y-H; Plumlee, Matthew; Wild, Stefan M

Subjects: Mathematical Sciences; Statistics; Affordable and Clean Energy

Source: Technometrics. 66(1)

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Academic Journal

Building Fluorescence Lifetime Maps Photon-by-Photon by Leveraging Spatial Correlations

Authors : Fazel, Mohamadreza; Jazani, Sina; Scipioni, Lorenzo

Subjects: Atomic; Molecular and Optical Physics; Physical Sciences

Source: ACS Photonics. 10(10)

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Academic Journal

Sequential Bayesian experimental design for calibration of expensive simulation models

Authors : Sürer, Özge; Plumlee, Matthew; Wild, Stefan M

Subjects: Mathematical Sciences; Statistics; Acquisition

Source: Technometrics. 66(2)

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Dissertation/ Thesis

The Social economics of networks and learning

Authors : Milán, Pau; University/Department: Universitat Pompeu Fabra. Departament d'Economia i Empresa; ...

Subjects: Risk-Sharing; Networks; Insurance

Source: TDX (Tesis Doctorals en Xarxa)

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On Deep Learning for Low-Dimensional Representations

Authors : Gedon, Daniel, 1994;

Subjects: Machine Learning; Deep Learning; Gaussian Process

Source: Digital Comprehensive Summaries of Uppsala Dissertations from the Faculty of Science and Technology.

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Academic Journal

A latent Gaussian process model for the spatial distribution of liquefaction manifestation

Authors : Bullock, Zach; Zimmaro, Paolo; Lavrentiadis, Grigorios

Subjects: Liquefaction; Gaussian process; geospatial proxy

Source: Earthquake Spectra. 39(2)

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Academic Journal

Statistical inference of an α-quantile past lifetime function with applications

Authors : Mohamed Kayid

Subjects: gaussian process; quantile past lifetime function; right censored data

Source: AIMS Mathematics, Vol 9, Iss 6, Pp 15346-15360 (2024)

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Academic Journal

The unconfined compressive strength estimation of rocks using a novel hybridization technique based on the regulated Gaussian processor

Authors : Linhua Huang; Song Li; Enping Guo

Subjects: Unconfined compressive strength; Gaussian process regression; Sand cat swarm optimization

Source: Journal of Engineering and Applied Science, Vol 71, Iss 1, Pp 1-22 (2024)

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Academic Journal

Location-based on beam tracking method predicted using GP in UAV-supported systems

Authors : Yuna Sim; Seungseok Sin; Jihun Cho

Subjects: Beam tracking; Codebook; Gaussian process

Source: ICT Express, Vol 10, Iss 2, Pp 418-424 (2024)

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Academic Journal

Machine learning-powered estimation of malachite green photocatalytic degradation with NML-BiFeO3 composites

Authors : Iman Salahshoori; Amirhosein Yazdanbakhsh; Alireza Baghban

Subjects: Dye removal; Kernel-based Gaussian process regression (GPR); Metal-incorporated bismuth ferrite (BiFeO3)

Source: Scientific Reports, Vol 14, Iss 1, Pp 1-13 (2024)

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