GK-STGCN

Figshare2025-10-30 更新2026-04-28 收录

流量预测

图神经网络

数据链接：

https://figshare.com/articles/dataset/GK-STGCN/27829413 数据链接链接失效反馈

官方服务：

资源简介：

The data and code of the paper: A spatial‒temporal graph convolutional network enhanced by geospatial knowledge to forecast origin‒destination flows

创建时间：

2025-10-30

StructureSAT

图神经网络

SAT布尔可满足性问题

StructureSAT是一个大规模的饱和问题（SAT）数据集，由新南威尔士大学计算机科学与工程学院创建。该数据集包含来自不同问题领域的多样化SAT问题，旨在研究图神经网络（GNN）在SAT问题上的泛化能力。数据集涵盖了随机、设计、伪工业和工业等11个SAT领域，并研究了9种对传统SAT求解器有影响的图形结构属性。数据集通过结构属性对问题领域进行细分，以研究不同结构属性对GNN求解器泛化能力的影响

arXiv2025-02-17 更新110

Dataset for Global Daily Discharge Estimation Based on Grid-Scale Long Short-Term Memory (LSTM) Model and River Routing

水文模拟

流量预测

This dataset accompanies the following article: Yang, Yuan, et al., "Global Daily Discharge Estimation Based on Grid-Scale Long Short-Term Memory (LSTM) Model and River Routing".

NIAID Data Ecosystem40

Performance Comparison of Edge Weight Calculation Methods in GNN Model.

图神经网络

边权重计算

Performance Comparison of Edge Weight Calculation Methods in GNN Model.

Figshare2025-04-25 更新30

METR-LA

流量预测

不确定性量化

Traffic datasets for ICCPS "Uncertainty Quantification for Physics-Informed Traffic Graph Networks"

Figshare2025-02-05 更新60

SS-GNN: A Simple-Structured Graph Neural Network for Affinity Prediction

药物-靶点亲和力预测

图神经网络

Efficient and effective drug-target binding affinity (DTBA) prediction is a challenging task due to the limited computational resources in practical applications and is a crucial basis for drug screen

Figshare2023-06-15 更新30

GK-STGCN

资源简介：

相关数据集