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4 articles related to "Stochastic Fields"

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Articles

Original Research

Published on 23 Apr 2024

Analysis of slope stochastic fields using a novel deep learning model with attention mechanism

in Geohazards and Georisks

Ning Ma
Zaizhen Yao

Frontiers in Earth Science

doi 10.3389/feart.2024.1352958

2,560 views
5 citations

Original Research

Published on 20 Mar 2025

Generation of non-stationary stochastic fields using generative adversarial networks

in Economic Geology

Alhasan Abdellatif
Ahmed H. Elsheikh
Daniel Busby
Philippe Berthet

Frontiers in Earth Science

doi 10.3389/feart.2025.1545002

1,549 views
2 citations

Original Research

Published on 28 Oct 2020

3D Geological Image Synthesis From 2D Examples Using Generative Adversarial Networks

in Water and Hydrocomplexity

Guillaume Coiffier
Philippe Renard
Sylvain Lefebvre

Frontiers in Water

doi 10.3389/frwa.2020.560598

9,413 views
24 citations

Original Research

Published on 31 Jan 2025

Probabilistic slope stability analysis on marine clay seabed considering spatial variability of soil parameters

in Coastal and Offshore Engineering

Long Yu
Yang Bao
Kunming Ma
Yunrui Han
Yibin Yan
Bin Xu
Zhongtao Wang
Rui Pang

Frontiers in Built Environment

doi 10.3389/fbuil.2025.1545900

2,023 views
3 citations