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Rapid Bayesian inference for expensive stochastic models
Published 2021“…In this work, we present new computational Bayesian techniques that accelerate inference for expensive stochastic models by using computationally inexpensive approximations to inform feasible regions in parameter space, and through learning transforms that adjust the biased approximate inferences to closer represent the correct inferences under the expensive stochastic model. …”
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A stochastic model for early placental development
Published 2013“…We derive and explore a two-dimensional stochastic model for these events, and investigate the effects of loss of spiral arteries in regions near to the cord insertion on the shape of the placenta. …”
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A dynamic and stochastic model for distribution of empty containers
Published 2007Get full text
Thesis -
48
Stochastic models and data driven simulations for healthcare operations
Published 2014Get full text
Thesis -
49
Application of the affine stochastic model on Singapore mortality data.
Published 2008“…In recent years, stochastic modeling has become a buzz word in the finance industry and the phenomenal advantages of stochastic models have attracted immense attention from researchers. …”
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Final Year Project (FYP) -
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Stochastic modeling and methods for portfolio management in cointegrated markets
Published 2014Thesis -
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High-dimensional problems in stochastic modelling of biological processes
Published 2017“…<p>Stochastic modelling of gene regulatory networks provides an indispensable tool for understanding how random events at the molecular level influence cellular functions. …”
Thesis -
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Stochastic model predictive control with discounted probabilistic constraints
Published 2018Conference item -
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The use of generation stochastic models to study an epidemic disease
Published 2013“…Stochastic models have an important role in modeling and analyzing epidemic diseases for small size population. …”
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Article -
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Stochastic modelling of the growth of C. Acetobutylicum with missing data
Published 2009Get full text
Thesis -
57
Gompertzian Stochastic Model with Delay Effect to Cervical Cancer Growth
Published 2015“…In this paper, a Gompertzian stochastic model with time delay is introduced to describe the cervical cancer growth. …”
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Conference or Workshop Item -
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Optimal reservoir operation using stochastic model predictive control
Published 2016Get full text
Thesis -
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Fast stochastic model predictive control under parametric uncertainties
Published 2022Get full text
Thesis