Zobrazeno 1 - 10
of 69
pro vyhledávání: '"Gregory E. Fasshauer"'
Publikováno v:
Energies, Vol 12, Iss 10, p 1833 (2019)
We provide a comprehensive framework for forecasting five minute load using Gaussian processes with a positive definite kernel specifically designed for load forecasts. Gaussian processes are probabilistic, enabling us to draw samples from a posterio
Externí odkaz:
https://doaj.org/article/5dd19b7eda8c4db6b66fc39ae91521ae
Publikováno v:
Applied and Computational Harmonic Analysis. 60:471-488
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::c1c6d5e42cd8ad7eef264ee481da06f5
https://doi.org/10.1016/j.acha.2022.04.004
https://doi.org/10.1016/j.acha.2022.04.004
Publikováno v:
SIAM Journal on Numerical Analysis. 58:2059-2078
Probabilistic numerics aims to study numerical algorithms from a stochastic perspective. This field has recently evolved into a surging interdisciplinary research area (between numerical approximat...
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::6a1075243fbdde9a8296e00b1765ba5d
https://doi.org/10.1137/19m1266496
https://doi.org/10.1137/19m1266496
Publikováno v:
Applied Mathematics Letters. 133:108258
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::4ec7e12de64e876a77b8568d16ab4713
https://doi.org/10.1016/j.aml.2022.108258
https://doi.org/10.1016/j.aml.2022.108258
Publikováno v:
Computers & Mathematics with Applications. 75:1831-1850
We investigate a novel method for the numerical solution of two-dimensional time-dependent convection–diffusion–reaction equations with nonhomogeneous boundary conditions. We first approximate the equation in space by a stable Gaussian radial bas
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::f7ce9cf1fe5d831817718cb3fc5c918b
https://doi.org/10.1016/j.camwa.2017.12.007
https://doi.org/10.1016/j.camwa.2017.12.007
These proceedings are based on the international conference Approximation Theory XVI held on May 19–22, 2019 in Nashville, Tennessee. The conference was the sixteenth in a series of meetings in Approximation Theory held at various locations in the
Publikováno v:
Computers & Mathematics with Applications. 72:178-193
Radial basis functions (RBFs) are a powerful tool for approximating the solution of high-dimensional problems. They are often referred to as a meshfree method and can be spectrally accurate. The best accuracy can often be achieved when the so-called
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::92962509613670becc08a58dd0028ae4
https://doi.org/10.1016/j.camwa.2016.04.048
https://doi.org/10.1016/j.camwa.2016.04.048
Publikováno v:
2018 International Applied Computational Electromagnetics Society Symposium (ACES).
A high-order, radial basis function-generated finite difference (RBF-FD) method is prepared for simulation of electromagnetic (EM) wave propagation near dielectric and perfectly conducting (PEC) interfaces. The method uses piecewise polynomial suppor
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::c3101ec0bb22cb6a1adf94bbf9f1c1df
https://doi.org/10.23919/ropaces.2018.8364209
https://doi.org/10.23919/ropaces.2018.8364209
Recent developments have made it possible to overcome grid-based limitations of finite difference (FD) methods by adopting the kernel-based meshless framework using radial basis functions (RBFs). Such an approach provides a meshless implementation an
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::46be125891e575f3fc1d2e4acbc52208
Publikováno v:
SIAM Journal on Scientific Computing. 37:B570-B590
The estimation of neuronal activity in the human brain from electroencephalography (EEG) and magnetoencephalography (MEG) signals is a typical inverse problem whose solution pro- cess requires an accurate and fast forward solver. In this paper the me
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::b01c74b06c7ac8e7518eb0702fe64154
https://doi.org/10.1137/13094921x
https://doi.org/10.1137/13094921x