Zobrazeno 1 - 10
of 122
pro vyhledávání: '"Stochastic Analysis and Modelling"'
Publikováno v:
Frontiers in Future Transportation, Vol 3 (2022)
Novel seat positions enabled by self-driving cars have been investigated in various studies in recent years. However, there is little research on the effect of increased rearward seat adjustments. To predict challenges associated with the possibility
Externí odkaz:
https://doaj.org/article/e1d87421d9fa4c36ac8e36e4c2175313
Publikováno v:
BMC Bioinformatics, Vol 20, Iss S16, Pp 1-12 (2019)
Abstract Background In order to isolate an individual’s genotype from a sample of biological material, most laboratories use PCR and Capillary Electrophoresis (CE) to construct a genetic profile based on polymorphic loci known as Short Tandem Repea
Externí odkaz:
https://doaj.org/article/0bafb71ed85b4be99c99378533ed4bc8
Autor:
Hickey, Christopher Alfred
The Bias-Variance Trade-off, where restricting the size of a hypothesis class can limit the generalization error of a model, is a canonical problem in Machine Learning, and a particular issue for high-variance models like Neural Networks that do not
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::2d971e7b1f4aa79481424ef343505176
Gaussian Process Regression (GPR) is a widely used surrogate model in efficient global optimization (EGO) due to its capability to provide uncertainty estimates in the prediction. The cost of creating a GPR model for large data sets is high. On the o
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::f79f3da296af00b7c7ed8ec53017f04f
Autor:
Chatterjee, Debolina
Indiana University-Purdue University Indianapolis (IUPUI)
Recent years have seen a growth in research on system reliability and maintenance. Various studies in the scientific fields of reliability engineering, quality and productivity analyses,
Recent years have seen a growth in research on system reliability and maintenance. Various studies in the scientific fields of reliability engineering, quality and productivity analyses,
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::36f32059ccecc08eaf9b03f478ee2645
Autor:
Liu, Guanting
The thesis is composed of two projects on approximations of stochastic differential equations. In the first project, we present a method to construct positivity-preserving strong approximation schemes for jump-extended CEV and CIR processes where the
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::a6d29cce97405f62297b8bb2ea6866de
Autor:
Kosloske, Triston Andrew
Uncertainty analysis is of great use both for calculating outputs that are more akin to real flight, and for optimization to more robust shapes. However, implementation of uncertainty has been a longstanding challenge in the field of aerodynamics due
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::443fa6fa4e81932df39d32396cfc2216
Autor:
MUNOZ, ROBERTO NICOLAS
Many natural systems are difficult to predict because of how their behaviour in the past influences how they behave in the future. This is referred to as memory. These complex systems come in all shapes and sizes ranging from weather patterns, the si
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::187aa640afb3649a2858630e2a05742a
Autor:
Lasri Doukkali, Ayoub
At the intersection of systems biology and bioinformatics, this work aims to use a combination of mathematical modelling and reverse engineering techniques applied to GRNs (gene regulatory networks) to gain a better understanding of the mechanisms of
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::8357c173be1694447ae61bee5171ebf1
Autor:
Taranto, Dr. Aldo
A statement of the research problem can be expressed, simply as, can bi-directional grid trading (BGT) be distilled into a mathematical model that can then be used to demonstrate that the corresponding grid trading problem (GTP) leads to ruin at a mu
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::8dc2d5ff6d713a0753bd712331d39c70