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A Quick Decline Method for Forecasting Multiple Wells Using Sparse Functional Principal Component Analysis

Day 2 Thu, March 14, 2024
Accurate production forecasting for multiple wells that have both sparse and irregular measurements concurrently is a challenging task. Type-well analysis is commonly employed to model the average decline behavior of a group of wells from empirical ...
H. Hamdi, E. Zirbes, C. R. Clarkson
semanticscholar   +1 more source

Sparse functional principal component analysis in a new regression framework

Computational Statistics & Data Analysis, 2020
The functional principal component analysis is widely used to explore major sources of variation in a sample of random curves. These major sources of variation are represented by functional principal components (FPCs). The FPCs from the conventional FPCA
Yunlong Nie, Jiguo Cao
semanticscholar   +1 more source

Considerations for the use of functional principal components analysis in sports biomechanics: examples from on-water rowing

Sports Biomechanics, 2019
J. Warmenhoven   +5 more
semanticscholar   +1 more source

Bivariate functional principal components analysis: considerations for use with multivariate movement signatures in sports biomechanics

Sports Biomechanics, 2019
J. Warmenhoven   +5 more
semanticscholar   +1 more source

Robust Functional Principal Component Analysis Based on a New Regression Framework

Journal of Agricultural Biological and Environmental Statistics, 2022
Haolun Shi, Jiguo Cao
semanticscholar   +1 more source

Special tea products featuring functional components: Health benefits and processing strategies

Comprehensive Reviews in Food Science and Food Safety, 2023
Jiang Shi, Hai-Peng Lv
exaly  

Hydrogels as functional components in artificial cell systems

Nature Reviews Chemistry, 2022
James W Hindley, Oscar Ces, Yuval Elani
exaly  

Common functional principal components analysis: a new approach to analyzing human movement data.

Human Movement Science, 2011
Norma Coffey   +3 more
semanticscholar   +1 more source

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