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8 papers · 1 filter
HGATSolver: A Heterogeneous Graph Attention Solver for Fluid-Structure Interaction
Qin-Yi Zhang, Hong Wang, Siyao Liu +6
Fluid-structure interaction (FSI) systems involve distinct physical domains, fluid and solid, governed by different partial differential equations and coupled at a dynamic interfac…
Multi-Level Fusion Graph Neural Network for Molecule Property Prediction
XiaYu Liu, Chao Fan, Yang Liu +1
Accurate prediction of molecular properties is essential in drug discovery and related fields. However, existing graph neural networks (GNNs) often struggle to simultaneously captu…
Pulse Shape Discrimination Algorithms: Survey and Benchmark
Haoran Liu, Yihan Zhan, Mingzhe Liu +5
This review presents a comprehensive survey and benchmark of pulse shape discrimination (PSD) algorithms for radiation detection, classifying nearly sixty methods into statistical…
DREMnet: An Interpretable Denoising Framework for Semi-Airborne Transient Electromagnetic Signal
Shuang Wang, Ming Guo, Xuben Wang +4
The semi-airborne transient electromagnetic method (SATEM) is capable of conducting rapid surveys over large-scale and hard-to-reach areas. However, the acquired signals are often…
SeisFusion: Constrained Diffusion Model with Input Guidance for 3D Seismic Data Interpolation and Reconstruction
Shuang Wang, Fei Deng, Peifan Jiang +3
Geographical, physical, or economic constraints often result in missing traces within seismic data, making the reconstruction of complete seismic data a crucial step in seismic dat…
Dynamic landslide susceptibility mapping over recent three decades to uncover variations in landslide causes in subtropical urban mountainous areas
Peifeng Ma, Li Chen, Chang Yu +2
Landslide susceptibility assessment (LSA) is of paramount importance in mitigating landslide risks. Recently, there has been a surge in the utilization of data-driven methods for p…