MengfeiSun95

GREAT-PVT

fancyimpute

Multivariate imputation and matrix completion algorithms implemented in Python

TEC_calculation_RINEX3

the Total Electron Content(TEC) calculation on MATLAB from RINEX 3.04 Calculate TEC based on dual-frequency receiver

TEC-calculation-MATLAB

The Total Electron Content(TEC) calculation on MATLAB from RINEX 2.11: Calculate TEC based on dual-frequency receiver (GPS)

ginan

The Australian Government, through Positioning Australia (part of Geoscience Australia), is funding the design, development and operational service of a Global Navigation Satellite System (GNSS) position correction system - the Ginan service and toolkit. The application of the Ginan correction service by a GNSS device has the potential to increase positioning accuracy from meters to centimetres across Australia. The suite of software systems in this repository (the Ginan toolkit) will be used to create the service. It is available now under an open source licence. Ginan will give individuals and organisations no-cost access to the Ginan software and service as a public good.

DCRNN_PyTorch

Diffusion Convolutional Recurrent Neural Network Implementation in PyTorch

pickle

Codes and data for the paper "Physics-Informed Machine Learning Method for Large-Scale Data Assimilation Problems"

physics-informed-autoencoders

Research project conducted at Pacific Northwest National Laboratory, exploring the use of physics-informed autoencoders to predict fluid flow dynamics

deepxde

A library for scientific machine learning and physics-informed learning

NeuralPDE.jl

Physics-Informed Neural Networks (PINN) Solvers of (Partial) Differential Equations for Scientific Machine Learning (SciML) accelerated simulation

sciann

Deep learning for Engineers - Physics Informed Deep Learning

STDEN

Pytorch implementation of Spatoi-temporal Differential Equation Network (STDEN).

SPDiff

PINA

Physics-Informed Neural networks for Advanced modeling

PINNs

Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations

PINNpapers

Must-read Papers on Physics-Informed Neural Networks.

PRIDE-PPPAR

An open‑source software for Multi-GNSS PPP ambiguity resolution

Spatio-temporal-Diffusion-Point-Processes

A diffusion-based framework for spatio-temporal point processes

graphcast

score_sde

Official code for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)

paper-reading

深度学习经典、新论文逐段精读

stochastic-triads

Simulation, Forecasting and Filtering of Stochastic Triad Models of Turbulence

sda

Official implementation of Score-based Data Assimilation

palsar_gedi_agb

Wall-to-Wall Above-ground Biomass Estimation with ALOS-2 PALSAR-2 L-Band SAR Data and GEDI

mctc4bmi

Matrix and Tensor Completion for Background Model Initialization

HAS-decoding

Python library for decoding the Galileo High Accuracy Service (HAS)

pyEOF

pyEOF: Empirical Orthogonal Function (EOF) analysis and Rotated EOF analysis in Python

insarzd

An InSAR Processor for ALOS-2 Multi-Mode SAR Data and Ionospheric Correction

Symplectic-ODENet

Time-Series-Library

A Library for Advanced Deep Time Series Models.