Data Visualization, Regression, Applicability Domains and Inverse Analysis Based on Generative Topographic Mapping
Sign Up to like & getrecommendations! Published in 2019 at "Molecular Informatics"
DOI: 10.1002/minf.201800088
Abstract: This paper introduces two generative topographic mapping (GTM) methods that can be used for data visualization, regression analysis, inverse analysis, and the determination of applicability domains (ADs). In GTM‐multiple linear regression (GTM‐MLR), the prior probability… read more here.
Keywords: regression; analysis; data visualization; visualization regression ... See more keywords
An efficient inverse analysis procedure for braced excavations considering three-dimensional effects
Sign Up to like & getrecommendations! Published in 2019 at "Computers and Geotechnics"
DOI: 10.1016/j.compgeo.2018.12.004
Abstract: Abstract In the literature, the plane-strain assumption usually forms the basis of inverse analyses of excavations, mainly due to the high computational cost of 3D analyses. In this paper, a procedure that quantifies three-dimensional effects… read more here.
Keywords: dimensional effects; procedure; inverse analysis; efficient inverse ... See more keywords
Research on characteristic function for cable inverse analysis based on dynamic stiffness theory and its application
Sign Up to like & getrecommendations! Published in 2019 at "Engineering Structures"
DOI: 10.1016/j.engstruct.2019.05.062
Abstract: Abstract Parameter identification of cables in the operation period is a significant issue related to the state of serviceability and safety evaluation of cables. A generalized characteristic function is established based on the dynamic stiffness… read more here.
Keywords: characteristic function; cable; function; inverse analysis ... See more keywords
An inverse analysis approach for the identification of the hygro-thermo-chemical model parameters of concrete
Sign Up to like & getrecommendations! Published in 2018 at "International Journal of Mechanical Sciences"
DOI: 10.1016/j.ijmecsci.2018.01.035
Abstract: Abstract Hygro-thermo-chemical models provide useful representations of the mechanisms of moisture transport and temperature variations that take place in concrete structures and that can influence their durability and service behaviour. Several material parameters need to… read more here.
Keywords: analysis; hygro thermo; inverse analysis; thermo chemical ... See more keywords
Using FEM simulations of cutting for evaluating the performance of different johnson cook parameter sets acquired with inverse methods
Sign Up to like & getrecommendations! Published in 2017 at "Robotics and Computer-integrated Manufacturing"
DOI: 10.1016/j.rcim.2016.10.006
Abstract: Abstract Material model parameters are the primary source of error in the finite element analysis (FEM) of cutting processes. Expensive and time consuming material testing is required in order to describe the material's behavior in… read more here.
Keywords: analysis; inverse analysis; model; performance ... See more keywords
Erosion under turbulent slurry flow: Effect of particle size in determining impact velocity and wear correlation by inverse analysis
Sign Up to like & getrecommendations! Published in 2021 at "Wear"
DOI: 10.1016/j.wear.2021.203651
Abstract: Abstract Surface topography after slurry erosion contains meaningful information concerning the process of erosive wear. This paper describes a procedure of inverse analysis to determine particle impact velocity from collective erosive features through image processing… read more here.
Keywords: slurry; velocity; topography; inverse analysis ... See more keywords
3D In Situ Stress Estimation by Inverse Analysis of Tectonic Strains
Sign Up to like & getrecommendations! Published in 2021 at "Applied Sciences"
DOI: 10.3390/app11115284
Abstract: The determination of a 3D engineering-scale in situ stress field is essential in underground rock mechanics and engineering. The inverse analysis method is a useful technique to determine the in situ stress around the zone… read more here.
Keywords: tectonic strains; situ stress; inverse analysis;
Numerical Simulation of the Fracture Behavior of High-Performance Fiber-Reinforced Concrete by Using a Cohesive Crack-Based Inverse Analysis
Sign Up to like & getrecommendations! Published in 2021 at "Materials"
DOI: 10.3390/ma15010071
Abstract: Fiber-reinforced concrete (FRC) has become an alternative for structural applications due its outstanding mechanical properties. The appearance of new types of fibres and the fibre cocktails that can be configured by mixing them has created… read more here.
Keywords: high performance; fiber reinforced; reinforced concrete; inverse analysis ... See more keywords