Repelled Point Processes With Application to Numerical Integration
ABSTRACT We look at Monte Carlo numerical integration from a stochastic geometry point of view. While crude Monte Carlo estimators relate to linear statistics of a homogeneous Poisson point process (PPP), linear statistics of more regularly spread point processes can yield unbiased estimators with faster‐decaying variance, and thus lower integration ...
Diala Hawat +3 more
wiley +1 more source
Application of deep learning for transformation of Chinese traditional cultural narrative patterns and enhancement of cultural identity empowered by AIGC. [PDF]
Liu Y, Wang H.
europepmc +1 more source
Nonamenable subforests of multi‐ended quasi‐pmp graphs
Abstract We prove the a.e. nonamenability of locally finite quasi‐pmp Borel graphs whose every component admits at least three nonvanishing ends with respect to the underlying Radon–Nikodym cocycle. We witness their nonamenability by constructing Borel subforests with at least three nonvanishing ends per component, and then applying Tserunyan and ...
Ruiyuan Chen +2 more
wiley +1 more source
Editorial: Alternative and complementary therapies to promote mental health and wellbeing for older adults, volume II. [PDF]
Qi M, Chen SC, Jones C.
europepmc +1 more source
A Pure Data‐Driven Fully Distributed Model for Spatially Consistent Streamflow Prediction
Abstract Streamflow prediction is essential for water resources management and flood mitigation but remains challenging in large basins due to spatial heterogeneity. Machine learning (ML) models have been widely applied to streamflow prediction, typically relying on explicit routing modules, whereas the potential of pure ML models remains underexplored.
Qiang Yu +3 more
wiley +1 more source
Aesthetic Judgment in Calligraphic Tracing: The Dominant Role of Dynamic Features. [PDF]
Yuan Q, Yang G, Lyu R.
europepmc +1 more source
Scar-associated endothelial-stellate cellular crosstalk drives fibrosis resolution in MASH. [PDF]
Li K +17 more
europepmc +1 more source
Reconstructing building genealogy with visual intelligence. [PDF]
Xue X +4 more
europepmc +1 more source
The association of calligraphy activities with peace of mind, stress self-management, and perceived health status in older adults. [PDF]
Wang J, Tang K.
europepmc +1 more source
Application of Gels in the Conservation of Chinese Ancient Calligraphy and Paintings. [PDF]
Chen Z +5 more
europepmc +1 more source

