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Communicating Piecewise Deterministic Markov Processes [PDF]

open access: yesIFAC Proceedings Volumes, 2006
In this chapter we introduce the automata framework CPDP, which stands for Communicating Piecewise Deterministic Markov Processes. CPDP is developed for compositional modelling and analysis for a class of stochastic hybrid systems. We define a parallel composition operator, denoted as |PA|, for CPDPs, which can be used to interconnect component-CPDPs ...
Strubbe, Stefan, van der Schaft, Arjan
openaire   +6 more sources

Environmental Filtering by pH and Salinity Jointly Drives Prokaryotic Community Assembly in Coastal Wetland Sediments

open access: yesFrontiers in Marine Science, 2022
Understanding the microbial community assembly is an essential topic in microbial ecology. Coastal wetlands are an important blue carbon sink, where microbes play a key role in biogeochemical cycling of nutrients and energy transformation.
Huang Yu   +12 more
doaj   +1 more source

A poisoned apple: First insights into community assembly and networks of the fungal pathobiome of healthy-looking senescing leaves of temperate trees in mixed forest ecosystem

open access: yesFrontiers in Plant Science, 2022
Despite the abundance of observations of foliar pathogens, our knowledge is severely lacking regarding how the potential fungal pathobiome is structured and which processes determine community assembly.
Benjawan Tanunchai   +16 more
doaj   +1 more source

Infinite dimensional Piecewise Deterministic Markov Processes

open access: yesStochastic Processes and their Applications, 2023
In this paper we aim to construct infinite dimensional versions of well established Piecewise Deterministic Monte Carlo methods, such as the Bouncy Particle Sampler, the Zig-Zag Sampler and the Boomerang Sampler. In order to do so we provide an abstract infinite-dimensional framework for Piecewise Deterministic Markov Processes (PDMPs) with unbounded ...
Paul Dobson, Joris Bierkens
openaire   +5 more sources

Bacteria, Protists, and Fungi May Hold Clues of Seamount Impact on Diversity and Connectivity of Deep-Sea Pelagic Communities

open access: yesFrontiers in Microbiology, 2022
The topography and hydrography around seamounts have a strong influence on plankton biogeography. The intrinsic properties of various biological taxa inherently also shape their distribution.
Rongjie Zhao   +12 more
doaj   +1 more source

Contrasting ecological processes shape the Eucalyptus phyllosphere bacterial and fungal community assemblies

open access: yesJournal of Sustainable Agriculture and Environment, 2022
Introduction Phyllosphere microbiome is intrinsically linked to plant performance and ecosystem functioning. However, our knowledge about the role of ecological processes in shaping the biogeography of different phyllosphere microbial communities is ...
Zhen‐Zhen Yan   +5 more
doaj   +1 more source

Long-Term Chemical-Only Fertilization Induces a Diversity Decline and Deep Selection on the Soil Bacteria

open access: yesmSystems, 2020
Fertilization regimes are known to drive succession of the soil microbial community, whereas the assembly rules involved remain elusive. Moreover, the ecological roles of microbial “generalists” and “specialists” in soils with contrasting fertilization ...
Qicheng Xu   +6 more
doaj   +1 more source

Linking bacterial and fungal assemblages to soil nutrient cycling within different aggregate sizes in agroecosystem

open access: yesFrontiers in Microbiology, 2022
Soil aggregates provide spatially heterogeneous microhabitats that support the coexistence of soil microbes. However, there remains a lack of detailed assessment of the mechanism underlying aggregate-microbiome formation and impact on soil function. Here,
Shan Zhang   +5 more
doaj   +1 more source

Piecewise deterministic Markov process — recent results [PDF]

open access: yesESAIM: Proceedings, 2014
We give a short overview of recent results on a specific class of Markov process: the Piecewise Deterministic Markov Processes (PDMPs). We first recall the definition of these processes and give some general results. On more specific cases such as the TCP model or a model of switched vector fields, better results can be proved, especially as regards ...
Azaïs, Romain   +4 more
openaire   +4 more sources

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