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[HTML][HTML] Improving the efficiency and environmental friendliness of urban stormwater management by enhancing the water filtration model in rain gardens
Rain gardens are used to solve urban problems related to the negative impact of
stormwater.(1) Scientific contributions from different countries provide general guidelines for …
stormwater.(1) Scientific contributions from different countries provide general guidelines for …
[HTML][HTML] Biot's Variational Method to determine the thermal strain in layered glazings
A critical issue in the structural design of glazed surfaces is the evaluation of the strain
consequent to temperature variations due to environmental actions such as solar radiation …
consequent to temperature variations due to environmental actions such as solar radiation …
[HTML][HTML] Thermal and elastic modeling of architectural glass unevenly heated by the environment. Formal symmetry from Biot's variational principle
The stress state resulting from an non-uniform temperature distribution in architectural glass
panes, consequent to environmental actions and, in particular, to the shadows cast, is one of …
panes, consequent to environmental actions and, in particular, to the shadows cast, is one of …
[HTML][HTML] RUMBoost: Gradient boosted random utility models
This paper introduces the RUMBoost model, a novel discrete choice modelling approach
that combines the interpretability and behavioural robustness of Random Utility Models …
that combines the interpretability and behavioural robustness of Random Utility Models …
[HTML][HTML] On the refinement matrix mask of interpolating Hermite splines
We propose a new computational approach for constructing the refinement matrix mask of
interpolating Hermite splines of any order and with general dilation factor. Our strategy …
interpolating Hermite splines of any order and with general dilation factor. Our strategy …
A Hermite spline model for data regression
This paper introduces a novel Hermite spline model for data regression, integrating both
function values and derivatives along with a penalty term to control smoothness. A …
function values and derivatives along with a penalty term to control smoothness. A …
Conjugate phase retrieval in a complex shift-invariant space
Y Chen, Y Wang - arxiv preprint arxiv:2304.06206, 2023 - arxiv.org
The conjugate phase retrieval problem concerns the determination of a complex-valued
function, up to a unimodular constant and conjugation, from its magnitude observations. It …
function, up to a unimodular constant and conjugation, from its magnitude observations. It …
Constrained mock-Chebyshev least squares approximation for Hermite interpolation
This paper addresses the challenge of function approximation using Hermite interpolation
on equally spaced nodes. In this setting, standard polynomial interpolation suffers from the …
on equally spaced nodes. In this setting, standard polynomial interpolation suffers from the …
Towards Trustworthy Deep Learning for Image Reconstruction
AMF Goujon - 2024 - infoscience.epfl.ch
Résumé The remarkable ability of deep learning (DL) models to approximate high-
dimensional functions from samples has sparked a revolution across numerous scientific …
dimensional functions from samples has sparked a revolution across numerous scientific …
[HTML][HTML] Shortest-support multi-spline bases for generalized sampling
Generalized sampling consists in the recovery of a function f, from the samples of the
responses of a collection of linear shift-invariant systems to the input f. The reconstructed …
responses of a collection of linear shift-invariant systems to the input f. The reconstructed …