Math 2.0

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FOSLS-deRhaNN: native de Rham neural classes for H(div) and H(curl) with applications to first-order system least-squares neural network methods for partial differential equations YR3CSTYEJW

URIm2://res/YR3CSTYEJW
Kindpreprint
CreatorsShun Zhang
Date2026-10-06
MSC65-XX
Subjectsarxiv math.NA, arxiv cs.LG, arxiv cs.NA
Scopein

Expressions

e1: version, preprint

Languageen
Date2026-10-06
IdsarXiv 2610.08016

Items in this resource

The mentions of the inventory that name this resource. Each name links to the card of its inventory row.

ItemKindWhereSource
classical $H(\divvr)$ splittingstatementproposition 2.7arxiv
continuity for piecewise continuous datastatementlemma 2.5arxiv
hyperplane interface in $\R^n$, Levels I and IIexampleexample 2arxiv
neural $H(\divvr)$ classes for $n=2,3$statementcorollary 2.13arxiv
first two-dimensional neural $H(\curll)$ classstatementcorollary 5.1arxiv
second two-dimensional neural $H(\curll)$ classstatementcorollary 5.2arxiv
fluxes of the radial partstatementcorollary 2.6arxiv
neural $H(\divvr)$ classes in $\R^n$statementtheorem 2.10arxiv
fixed interface, trainable amplitudestatementproposition 4.4arxiv
second neural $H(\divvr)$ classstatementtheorem 3.2arxiv
consistencystatementproposition 10.1arxiv
two scalar approximation problemsstatementcorollary 7.9arxiv
intrinsic $H(\curll)$ continuitystatementlemma 5.4arxiv
skew potentialsstatementlemma 2.1arxiv
jump carried by the potentialstatementproposition 4.1arxiv
exact norm identitystatementlemma 8.1arxiv
three-dimensional jumpsstatementcorollary 4.11arxiv
divergence of a kinked fieldstatementlemma 4.12arxiv
two-dimensional jumpsstatementcorollary 4.10arxiv
regularity recoverystatementproposition 5.10arxiv
piecewise affine scalar potentialsstatementlemma 5.3arxiv
trainable interfacestatementproposition 4.9arxiv
regular potentialsstatementcorollary 2.9arxiv
norm equivalence ; cf.\statementlemma 7.2arxiv
curved interface, nonsymmetric problem with a line sourceexampleexample 1arxiv
FOSLS-deRhaNN methoddefinitiondefinition 6.2arxiv
continuous piecewise linear potentialsstatementcorollary 4.2arxiv
representation normstatementcorollary 2.8arxiv
approximation of the jump amplitudestatementcorollary 4.5arxiv
regularity recoverystatementproposition 4.7arxiv
error equivalence for the PDE-balanced formulationstatementtheorem 7.8arxiv
fixed-interface best approximationstatementcorollary 4.8arxiv
regular decomposition of $H(\divvr)$statementproposition 3.1arxiv
fixed-interface best approximationstatementcorollary 5.11arxiv
best-approximation estimatestatementproposition 6.3arxiv
reduction to scalar approximationstatementcorollary 7.5arxiv
three-dimensional neural $H(\curll)$ classstatementproposition 5.5arxiv
densitystatementcorollary 2.11arxiv
exact boundary conditionsstatementtheorem 7.4arxiv
radial right inversestatementlemma 2.3arxiv
multiplicative kinkstatementlemma 4.3arxiv
normal jumps carried by the scalar potentialstatementproposition 5.8arxiv
approximation of the normal-jump amplitudestatementcorollary 5.9arxiv
error identitystatementlemma 9.1arxiv

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