Pinned Repositories
CFDBench
A large-scale benchmark for machine learning methods in fluid dynamics
CogDL
CogDL: A Comprehensive Library for Graph Deep Learning (WWW 2023)
Complex-Network
复杂网络研究资源整理和基础知识学习
ConvLSTM-precipitation
ConvLSTM for short-term precipitation forecasting.
CytoMAP
CytoMAP Spatial Analysis Software
deepxde
A library for scientific machine learning and physics-informed learning
Efficient-KAN-in-Chinese
详细的中文注释+使用例子
flow-forecast
Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).
graph-pde
Using graph network to solve PDEs
Labeled-acceleration-data-augmentation-for-structural-damage-detection
flypoly's Repositories
flypoly/CFDBench
A large-scale benchmark for machine learning methods in fluid dynamics
flypoly/CogDL
CogDL: A Comprehensive Library for Graph Deep Learning (WWW 2023)
flypoly/Complex-Network
复杂网络研究资源整理和基础知识学习
flypoly/ConvLSTM-precipitation
ConvLSTM for short-term precipitation forecasting.
flypoly/CytoMAP
CytoMAP Spatial Analysis Software
flypoly/deepxde
A library for scientific machine learning and physics-informed learning
flypoly/Efficient-KAN-in-Chinese
详细的中文注释+使用例子
flypoly/flow-forecast
Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).
flypoly/graph-pde
Using graph network to solve PDEs
flypoly/Labeled-acceleration-data-augmentation-for-structural-damage-detection
flypoly/MIKE-Urban-Tools
Tools for DHI MIKE Urban through ArcGIS
flypoly/NuRsE
flypoly/PINN-incompressive-laminar-cylinder
flypoly/pinns-torch
PINNs-Torch, Physics-informed Neural Networks (PINNs) implemented in PyTorch.
flypoly/PyTorch-LBFGS
A PyTorch implementation of L-BFGS.
flypoly/PINN-wss
PINN for obtaining WSS from sparse data
flypoly/point2building
The implementation of our paper "Point2Building: Reconstructing Buildings from Airborne LiDAR Point Clouds"
flypoly/pytorch-cifar
95.47% on CIFAR10 with PyTorch
flypoly/pytorch_geometric
Graph Neural Network Library for PyTorch
flypoly/PyTorch_Graph_Neural_Network_MNIST
Example code to train a Graph Neural Network on the MNIST dataset in PyTorch for Digit Classification
flypoly/ras2fim
Creation of flood inundation raster libraries and rating curves from HEC-RAS models.
flypoly/resilience_shenzhen
The data and codes corresponding to the paper "Evaluation and prediction of transportation resilience under extreme weather events: A diffusion graph convolutional approach"
flypoly/Road_Damage_Detection__Accelerometer_Data
Severity of damage in roads is really important for taking right measures to fix it. A road can be deemed bad for several reasons. We collected our own data using accelerometer sensors in the phone and then scored them using machine learning.
flypoly/SWE-GNN-paper-repository-
Code repository for paper "Rapid Spatio-Temporal Flood Modelling via Hydraulics-Based Graph Neural Networks"
flypoly/TOuU
Topology Optimization under Uncertainty (TOuU)
flypoly/urbanity
A network-based python package to understand and model urban complexity