Results 31 to 40 of about 87 (84)

Designing universal causal deep learning models: The geometric (Hyper)transformer

open access: yesMathematical Finance, Volume 34, Issue 2, Page 671-735, April 2024.
Abstract Several problems in stochastic analysis are defined through their geometry, and preserving that geometric structure is essential to generating meaningful predictions. Nevertheless, how to design principled deep learning (DL) models capable of encoding these geometric structures remains largely unknown.
Beatrice Acciaio   +2 more
wiley   +1 more source

The forbidden region for random zeros: Appearance of quadrature domains

open access: yesCommunications on Pure and Applied Mathematics, Volume 77, Issue 3, Page 1766-1849, March 2024.
Abstract Our main discovery is a surprising interplay between quadrature domains on the one hand, and the zeros of the Gaussian Entire Function (GEF) on the other. Specifically, consider the GEF conditioned on the rare hole event that there are no zeros in a given large Jordan domain.
Alon Nishry, Aron Wennman
wiley   +1 more source

Miura transformation for the “good” Boussinesq equation

open access: yesStudies in Applied Mathematics, Volume 152, Issue 1, Page 73-110, January 2024.
Abstract It is well known that each solution of the modified Korteveg–de Vries (mKdV) equation gives rise, via the Miura transformation, to a solution of the Korteveg–de Vries (KdV) equation. In this work, we show that a similar Miura‐type transformation exists also for the “good” Boussinesq equation.
C. Charlier, J. Lenells
wiley   +1 more source

Infinite dimensional weak Dirichlet processes, stochastic PDEs and optimal control

open access: yes, 2014
The present paper continues the study of infinite dimensional calculus via regularization, started by C. Di Girolami and the second named author, introducing the notion of "weak Dirichlet process" in this context.
Russo, Francesco, Fabbri, Giorgio
core   +1 more source

Contributions à la combinaison entre apprentissage profond supervisé et calcul scientifique, application à la simulation de dynamique des fluides.

open access: yes, 2022
Recent innovations in mathematics, computer science, and engineering have enabled more and more sophisticated numerical simulations. However, some simulations remain computationally unaffordable, even for the most powerful supercomputers. Lately, machine
Novello, Paul
core  

Adaptive Wavelet Methods for Variational Formulations of Nonlinear Elliptic PDES on Tensor-Product Domains

open access: yes, 2015
This thesis is concerned with the numerical solution of boundary value problems (BVPs) governed by semilinear elliptic partial differential equations (PDEs).
Pabel, Roland
core  

On source terms and boundary conditions using arbitrary high order discontinuous Galerkin schemes

open access: yes, 2007
This article is devoted to the discretization of source terms and boundary conditions using discontinuous Galerkin schemes with an arbitrary high order of accuracy in space and time for the solution of hyperbolic conservation laws on unstructured ...
Munz, C. D., Dumbser, M.
core  

Optimal control on a metric graph for a damped linear fractional hyperbolic problem

open access: yes
The optimal control of fractional PDEs has been extensively studied in standard domains, but the existence and uniqueness of optimal controls in metric graphs, particularly for hyperbolic equations, remain less explored.
Pasquini Fotsing Soh
core   +1 more source

Μηχανική μάθηση σε ρηχά νερά: Επίλυση των εξισώσεων ρηχών υδάτων χρησιμοποιώντας φυσιογνωστικά νευρωνικά δίκτυα

open access: yes
Master's thesis for the fulfillment of the Interdepartmental Postgraduate program in "Applied Mathematics", coordinated by the School of Production Engineering and Management of the Technical University of Crete.Summarization: In this thesis we use ...
Malamas Ilias(http://users.isc.tuc.gr/~imalamas)   +1 more
core   +1 more source

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