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Influence of the discretization methods on the distribution of relaxation times deconvolution: implementing radial basis functions with DRTtools
The distribution of relaxation times (DRT) is an approach that can extract time characteristics
of an electrochemical system from electrochemical impedance spectroscopy (EIS) …
of an electrochemical system from electrochemical impedance spectroscopy (EIS) …
A comprehensive review of defect detection in 3C glass components
With the development of consumer electronics industry, it is inevitable for the industry to use
machine vision instead of manual inspection. In this paper, the defect detection of 3C glass …
machine vision instead of manual inspection. In this paper, the defect detection of 3C glass …
A review of numerical techniques approaching microstructures of crystalline rocks
Y Zhang, LNY Wong - Computers & Geosciences, 2018 - Elsevier
The macro-mechanical behavior of crystalline rocks including strength, deformability and
failure pattern are dominantly influenced by their grain-scale structures. Numerical …
failure pattern are dominantly influenced by their grain-scale structures. Numerical …
Symbolic regression is NP-hard
M Virgolin, SP Pissis - arxiv preprint arxiv:2207.01018, 2022 - arxiv.org
Symbolic regression (SR) is the task of learning a model of data in the form of a
mathematical expression. By their nature, SR models have the potential to be accurate and …
mathematical expression. By their nature, SR models have the potential to be accurate and …
Adaptive state of health estimation for lithium-ion batteries using impedance-based timescale information and ensemble learning
Accurate state of health (SOH) estimation is vital to ensure safe, reliable, and efficient
operation of lithium-ion batteries. Timescale information on internal kinetic processes is …
operation of lithium-ion batteries. Timescale information on internal kinetic processes is …
Local Gaussian process regression with small sample data for temperature and humidity compensation of polyaniline-cerium dioxide NH3 sensor
Gas sensors have made great progress in gas sensing performances (such as response,
sensitivity, detection limit and response speed), but they are generally affected by …
sensitivity, detection limit and response speed), but they are generally affected by …
On the role of polynomials in RBF-FD approximations: I. Interpolation and accuracy
Radial basis function-generated finite difference (RBF-FD) approximations generalize
classical grid-based finite differences (FD) from lattice-based to scattered node layouts. This …
classical grid-based finite differences (FD) from lattice-based to scattered node layouts. This …
[ΒΙΒΛΙΟ][B] Meshfree approximation methods with Matlab (With Cd-rom)
GE Fasshauer - 2007 - books.google.com
Meshfree approximation methods are a relatively new area of research, and there are only a
few books covering it at present. Whereas other works focus almost entirely on theoretical …
few books covering it at present. Whereas other works focus almost entirely on theoretical …
Solving PDEs with radial basis functions
B Fornberg, N Flyer - Acta Numerica, 2015 - cambridge.org
Finite differences provided the first numerical approach that permitted large-scale
simulations in many applications areas, such as geophysical fluid dynamics. As accuracy …
simulations in many applications areas, such as geophysical fluid dynamics. As accuracy …
[ΒΙΒΛΙΟ][B] A primer on radial basis functions with applications to the geosciences
B Fornberg, N Flyer - 2015 - SIAM
This book is focused on a powerful numerical methodology for solving PDEs to high
accuracy in any number of dimensions: Radial Basis Functions (RBFs). During the past …
accuracy in any number of dimensions: Radial Basis Functions (RBFs). During the past …