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Seismic Structural Response and Loss Estimation for Dense Urban Districts Using Neural Network Parameterized Gaussian Process

Earthquake Engineering &Structural Dynamics, Volume 55, Issue 2, Page 397-412, February 2026.
ABSTRACT Earthquakes pose a major threat to urban areas, causing fatalities, injuries, and significant economic losses. This study proposes a Gaussian process parametrized by deep neural networks (DNN–GP) as an efficient surrogate for assessing seismic losses of building structures at a regional scale.
Byeongseong Choi, Sang‐ri Yi, Taeyong Kim   +2 more
wiley   +1 more source

Quantum Talagrand, KKL and Friedgut's Theorems and the Learnability of Quantum Boolean Functions. [PDF]

Commun Math Phys
Rouzé C, Wirth M, Zhang H.
europepmc   +1 more source

Radial Neighbors for Provably Accurate Scalable Approximations of Gaussian Processes. [PDF]

Biometrika
Zhu Y, Peruzzi M, Li C, Dunson DB.
europepmc   +1 more source

On the Monotonicity of Relative Entropy: A Comparative Study of Petz's and Uhlmann's Approaches. [PDF]

Entropy (Basel)
Matheus S, Bottacin F, Provenzi E.
europepmc   +1 more source

Eigenstate Thermalization Hypothesis for Wigner-Type Matrices. [PDF]

Commun Math Phys
Erdős L, Riabov V.
europepmc   +1 more source

Cohomology Rings of Toric Bundles and the Ring of Conditions. [PDF]

Arnold Math J
Hofscheier J, Khovanskii A, Monin L.
europepmc   +1 more source

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Lie triple centralizers on generalized matrix algebras

Quaestiones Mathematicae, 2022
In this article, we introduce the notion of Lie triple centralizer as follows. Let A be an algebra, and ϕ : A → A be a linear mapping. We say that ϕ is a Lie triple centralizer whenever ϕ([[a, b], c]) = [[ϕ(a), b], c] for all a, b, c ∈ A. Then we characterize the general form of Lie triple centralizers on a generalized  matrix algebra U and under ...
Fadaee, Behrooz, Ghahramani, Hoger, Jing, Wu   +2 more
openaire   +3 more sources

Characterization of Anti-derivations on Generalized Matrix Algebras

Bulletin of the Malaysian Mathematical Sciences Society
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Liu, Lei, Hou, Suqian
openaire   +2 more sources

Lie (Jordan) centralizers on generalized matrix algebras

Communications in Algebra, 2020
Let R be a commutative ring with unit element, A , B be R -algebras, M be an ( A , B ) -bimodule, and N be a ( B , A ) -bimodule.
A. Jabeen
openaire   +2 more sources

Multiplicative generalized Lie triple derivations on generalized matrix algebras

Quaestiones Mathematicae, 2019
Let be a commutative ring with unity, be -algebras, be ()-bimodule and be ()-bimodule. The -algebra is a generalized matrix algebra defined by the Morita context .
A. Jabeen
openaire   +2 more sources