Articles with "mechanistic models" as a keyword



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Mechanistic models for environmentally-assisted cracking in sour service

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Published in 2017 at "Engineering Failure Analysis"

DOI: 10.1016/j.engfailanal.2017.05.005

Abstract: Abstract Environmentally-assisted cracking (EAC) of structural metal materials occurs by initiation and coalescence of micro cracks, subcritical crack propagation and multiple large crack formation or final failure under combination of material, stress and corrosive environment.… read more here.

Keywords: mechanistic models; models environmentally; environmentally assisted; sour service ... See more keywords

Evaluation of semi-mechanistic models to predict soil to grass transfer factor of 137Cs based on long term observations in French pastures.

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Published in 2020 at "Journal of environmental radioactivity"

DOI: 10.1016/j.jenvrad.2020.106467

Abstract: The aim of this study was to evaluate and improve the accuracy of the semi-mechanistic models used in regulatory exposure assessment tools, to describe the transfer factors of 137Cs from pasture soils to grass observed… read more here.

Keywords: mechanistic models; term; long term; semi mechanistic ... See more keywords

What can mechanistic models tell us about guard cells, photosynthesis, and water use efficiency?

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Published in 2021 at "Trends in plant science"

DOI: 10.1016/j.tplants.2021.08.010

Abstract: Stomatal pores facilitate gaseous exchange between the inner air spaces of the leaf and the atmosphere. The pores open to enable CO2 entry for photosynthesis and close to reduce transpirational water loss. How stomata respond… read more here.

Keywords: mechanistic models; guard cells; tell guard; water ... See more keywords

Toward mechanistic models “augmented” by machine learning. Example of a drying simulation data set exploited by a Physics Informed Neural Network

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Published in 2024 at "Drying Technology"

DOI: 10.1080/07373937.2024.2411582

Abstract: ABSTRACT Mechanistic modeling of drying is well-established since several decades. Based on fundamental balance equations and driven by relevant material parameters, it can predict the entire process, including configurations that were not observed before. Besides,… read more here.

Keywords: mechanistic models; machine learning; neural network; data set ... See more keywords

Towards alternatives to mechanistic models of translation in contemporary journalism

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Published in 2021 at "Language and Intercultural Communication"

DOI: 10.1080/14708477.2021.1882478

Abstract: ABSTRACT The ‘domestication norm' has been frequently identified as a feature of news translation. However, a paradigm shift in translational behaviour in news production might be underway, coinciding in time with the democratisation of free… read more here.

Keywords: journalism; mechanistic models; alternatives mechanistic; contemporary journalism ... See more keywords

#1886 Can the prediction power of mechanistic models be augmented by using clinically acquired data?

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Published in 2025 at "Nephrology Dialysis Transplantation"

DOI: 10.1093/ndt/gfaf116.1706

Abstract: Dialysis is a lifesaving treatment for end-stage renal disease. Because it impacts the equilibrium of fragile patients, customized treatments are required. To guarantee the patient the highest therapy tolerance, the development of tools to support… read more here.

Keywords: mechanistic models; using clinically; prediction; dialysis ... See more keywords
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Review Of Quantitative Mechanistic Models Of Radiation-Induced Non-Targeted Effects (NTE).

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Published in 2021 at "Radiation protection dosimetry"

DOI: 10.1093/rpd/ncaa207

Abstract: Quantitative mechanistic modeling of the biological effects of ionizing radiation has a long rich history. Initially, it was dominated by target theory, which quantifies damage caused by traversal of cellular targets like DNA by ionizing… read more here.

Keywords: mechanistic models; radiation induced; radiation; review quantitative ... See more keywords

Deep neural networks for endemic measles dynamics: Comparative analysis and integration with mechanistic models

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Published in 2024 at "PLOS Computational Biology"

DOI: 10.1371/journal.pcbi.1012616

Abstract: Measles is an important infectious disease system both for its burden on public health and as an opportunity for studying nonlinear spatio-temporal disease dynamics. Traditional mechanistic models often struggle to fully capture the complex nonlinear… read more here.

Keywords: measles dynamics; mechanistic models; endemic measles; model ... See more keywords

Mechanistic Models of Influenza Transmission in Commercial Swine Populations: A Systematic Review

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Published in 2024 at "Pathogens"

DOI: 10.3390/pathogens13090746

Abstract: Influenza in commercial swine populations leads to reduced gain in fattening pigs and reproductive issues in sows. This literature review aims to analyze the contributions of mathematical modeling in understanding influenza transmission and control among… read more here.

Keywords: mechanistic models; influenza transmission; swine; swine populations ... See more keywords

Leveraging Numerical Simulation Technology to Advance Drug Preparation: A Comprehensive Review of Application Scenarios and Cases

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Published in 2024 at "Pharmaceutics"

DOI: 10.3390/pharmaceutics16101304

Abstract: Background/Objectives: Numerical simulation plays an important role in pharmaceutical preparation recently. Mechanistic models, as a type of numerical model, are widely used in the study of pharmaceutical preparations. Mechanistic models are based on a priori… read more here.

Keywords: mechanistic models; preparation; drug; application scenarios ... See more keywords