Application of Monte Carlo sampling and Latin Hypercube sampling methods in pumping schedule design during establishing surrogate model

2011 ◽  
Author(s):  
Yin Jinhang ◽  
Lu Wenxi ◽  
Xin Xin ◽  
Zhang Lei
Keyword(s):  
Monte Carlo ◽  
Surrogate Model ◽  
Sampling Methods ◽  
Latin Hypercube Sampling ◽  
Monte Carlo Sampling ◽  
Latin Hypercube ◽  
Schedule Design

Characterizing the optimal flux space of genome-scale metabolic reconstructions through modified latin-hypercube sampling

2016 ◽  
Vol 12 (3) ◽  
pp. 994-1005 ◽  
Author(s):  
Neha Chaudhary ◽  
Kristin Tøndel ◽  
Rakesh Bhatnagar ◽  
Vítor A. P. Martins dos Santos ◽  
Jacek Puchałka
Keyword(s):  
Monte Carlo ◽  
Distribution Pattern ◽  
Flux Distribution ◽  
Latin Hypercube Sampling ◽  
Monte Carlo Sampling ◽  
Latin Hypercube ◽  
Uniform Coverage ◽  
Flux Data ◽  
Genome Scale

Sampling of the optimal flux space using modified LHS gives a more uniform coverage than Monte-Carlo Sampling. Analysis of the flux data shows that majority of variation in the flux distribution pattern within the space arises due to the presence of few alternate pathways.

Statistical inversion and Monte Carlo sampling methods in electrical impedance tomography

2000 ◽  
Vol 16 (5) ◽  
pp. 1487-1522 ◽  
Author(s):  
Jari P Kaipio ◽  
Ville Kolehmainen ◽  
Erkki Somersalo ◽  
Marko Vauhkonen
Keyword(s):  
Monte Carlo ◽  
Electrical Impedance Tomography ◽  
Electrical Impedance ◽  
Sampling Methods ◽  
Monte Carlo Sampling ◽  
Impedance Tomography

Examining improved experimental designs for wind tunnel testing using Monte Carlo sampling methods

2010 ◽  
Vol 27 (6) ◽  
pp. 795-803 ◽  
Author(s):  
Raymond R. Hill ◽  
Derek A. Leggio ◽  
Shay R. Capehart ◽  
August G. Roesener
Keyword(s):  
Monte Carlo ◽  
Wind Tunnel ◽  
Sampling Methods ◽  
Monte Carlo Sampling ◽  
Experimental Designs ◽  
Wind Tunnel Testing ◽  
Tunnel Testing

scholarly journals A comparison of Monte Carlo sampling methods for metabolic network models

PLoS ONE ◽  
2020 ◽  
Vol 15 (7) ◽  
pp. e0235393
Author(s):  
Shirin Fallahi ◽  
Hans J. Skaug ◽  
Guttorm Alendal
Keyword(s):  
Monte Carlo ◽  
Metabolic Network ◽  
Sampling Methods ◽  
Network Models ◽  
Monte Carlo Sampling
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