Results 191 to 200 of about 41,613 (278)

Physically Consistent Reconstruction of Sparse Scatterometer Ocean Surface Wind Fields Based on Physics‐Guided Generative Learning

Geophysical Research Letters, Volume 53, Issue 16, 28 August 2026.
Abstract Accurate and timely reconstruction of sea surface wind fields from available scatterometer‐derived observations is essential for rapid‐response forecasting and operational oceanography. In this study, we explore a novel physics‐guided generative learning network to reconstruct sea surface wind vector fields directly from sparse scatterometer ...
Ran Bo, Zengliang Zang, Zeming Zhou, Pinglv Yang, Huadong Du, Xiaofeng Zhao, Qian Li, Yangfan Hu   +7 more
wiley   +1 more source

High-resolution South American wind resource data downscaled with generative machine learning conditioned on near-surface observations. [PDF]

Data Brief
Benton BN, Igwe V, Buster G, Rough D, Maclaurin G.   +4 more
europepmc   +1 more source

Author Correction: Kriging-based surrogate data-enriching artificial neural network prediction of strength and permeability of permeable cement-stabilized base. [PDF]

Nat Commun
Wang X, Xiao Y, Li W, Wang M, Zhou Y, Chen Y, Li Z.   +6 more
europepmc   +1 more source

GIS-based soil bearing capacity zonation maps for the Dhaka metropolitan development plan (DMDP) area, Bangladesh. [PDF]

Sci Rep
Rahman MS, Alajlan ZS, Ansary MA.
europepmc   +1 more source

Tracing the Geographic Origin of the Pine Wilt Vector <i>Monochamus alternatus</i> Using Carbon Stable Isotope Analysis and Spatial Modeling. [PDF]

Insects
Ding J, Qin Z, Bao Z, Shi J.
europepmc   +1 more source

Design optimization of battery enclosures under nonlinear impact loading using a K-Kriging hybrid surrogate model. [PDF]

Sci Rep
Li H, Chen F, Wan C.
europepmc   +1 more source

Dynamic Voltage-Response Estimation for Blade-Tip Timing Sensors Based on EHHO-BP Network and Waveform Mapping. [PDF]

Sensors (Basel)
Huang W, Zhang L, Xu Q, Wu H, Chen L.
europepmc   +1 more source

Evaluating Sentinel-2 gap filling techniques for cloud removal and data reconstruction. [PDF]

Sci Rep
Grich S, Elfarkh J, Ouaadi N, Ait Hssaine B, Halim H, Chehbouni A.   +5 more
europepmc   +1 more source

Optimal Sensor Placement via a POD-QR Framework for High-Fidelity 3D Temperature Field Reconstruction in Large-Scale Ultra-Low Temperature Chest Freezers. [PDF]

Sensors (Basel)
Chen Y, Qu J, Xue Y, Liu B, Tang J, Wang J.   +5 more
europepmc   +1 more source

A neural network-based automatic semi-variogram modeling approach for geomagnetic map construction in multi-source indoor and outdoor navigation. [PDF]

Sci Rep
Zhan C, Huang P, Xue B, Lan B.
europepmc   +1 more source