gorgen2020 / HSPGNNView external linksLinks
Physics-incorporated Graph Neural Network Using Dynamic Higher-Order Spatio-temporal Graphs for Multivariate Time Series Imputation
☆16Sep 5, 2025Updated 5 months ago
Alternatives and similar repositories for HSPGNN
Users that are interested in HSPGNN are comparing it to the libraries listed below
Sorting:
- Convolution Neural Network based solution for 2D steady state Navier Stokes equation for submerged badies☆12May 3, 2021Updated 4 years ago
- Welcome to the SOLETE platform. These scripts are meant to help you using the homonymous dataset [1] and to replicate the results from th…☆11Sep 14, 2023Updated 2 years ago
- ☆17Aug 9, 2023Updated 2 years ago
- ☆12Aug 22, 2025Updated 5 months ago
- The project for KDD24 paper 'Irregular Traffic Time Series Forecasting Based on Asynchronous Spatio-Temporal Graph Convolutional Networks…☆28Aug 28, 2024Updated last year
- KDD'2025. This project aims to explore the application of hypergraph spatio-temporal learning and Large Language Models (LLMs) in traffi…☆32Dec 30, 2025Updated last month
- Complex-valued Convolutional Gated Recurrent Neural Network for Ultrasound Beamforming☆26May 31, 2024Updated last year
- A GNN-based PDE solver without pre-computed data☆39Jun 11, 2025Updated 8 months ago
- [KDD'24] Official code for our paper "Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting".☆74Sep 4, 2024Updated last year
- Transformer model based on Kolmogorov–Arnold Network(KAN), which is an alternative of Multi-Layer Perceptron(MLP)☆29Jan 24, 2026Updated 3 weeks ago
- ☆11Jul 15, 2025Updated 6 months ago
- ☆16Nov 2, 2025Updated 3 months ago
- 6G元宇宙中关于通感算一体的优化☆11Mar 16, 2024Updated last year
- Applied machine learning toolkit implementing Double Machine Learning for Energy Analytics.☆66Dec 1, 2025Updated 2 months ago
- 本项目是我发表于期刊 Expert Systems with Applications 的论文《Energy-efficient mechanism of task offloading and resource allocation for hierarchical ME…☆25Jun 19, 2025Updated 7 months ago
- This project is divided in a two parts. In first study, Lame parameters are identified using tanh activation function. After that, six a…☆13Nov 17, 2022Updated 3 years ago
- The official implementation of "FreqMoE: Enhancing Time Series Forecasting through Frequency Decomposition Mixture of Experts"☆44Mar 17, 2025Updated 10 months ago
- ☆12Jun 25, 2023Updated 2 years ago
- Numerical assessments of a nonintrusive surrogate model based on recurrent neural networks and proper orthogonal decomposition: Rayleigh …☆10Dec 2, 2022Updated 3 years ago
- Patient Record System for small clinics☆13Dec 16, 2022Updated 3 years ago
- ☆13Jan 25, 2023Updated 3 years ago
- Hybrid Precoding/Combining for Rich or Poor Scattering Environments☆11Jul 19, 2019Updated 6 years ago
- ☆15May 20, 2025Updated 8 months ago
- ☆18Jun 12, 2025Updated 8 months ago
- ☆17Apr 18, 2024Updated last year
- Physics Informed Sparse Identification of Nonlinear Dynamics☆12Jan 3, 2025Updated last year
- MATLAB scripts for LoneSTAR: analog beamforming codebooks for full-duplex mmWave communication systems.☆15Mar 5, 2023Updated 2 years ago
- This project discovers equations from data using SINDy (sparse identification on nonlinear dynamics).☆11Mar 22, 2022Updated 3 years ago
- The Python code of a deep-unfolding algorithm for weighted sum rate maximization (WSRMax) precoding design in multiuser MIMO systems☆12Apr 25, 2023Updated 2 years ago
- Code for ADMM-DAD network☆10Apr 22, 2023Updated 2 years ago
- This is a pytorch implementation of our AAAI paper for learned image transmission with HVAE☆10Aug 8, 2025Updated 6 months ago
- This is source code of our Master Thesis on "Decode and Forward Relay Assisting Active Jamming in NOMA system".☆12Feb 26, 2024Updated last year
- Official Code for ICML 2024 paper "TENG: Time-Evolving Natural Gradient for Solving PDEs With Deep Neural Nets Toward Machine Precision"☆18Nov 18, 2024Updated last year
- Dynamic weight strategy of physics-informed neural networks for the 2D Navier-Stokes equations☆14Sep 1, 2022Updated 3 years ago
- code for paper "DRoC: Elevating Large Language Models for Complex Vehicle Routing via Decomposed Retrieval of Constraints"☆25Feb 4, 2025Updated last year
- Plug-and-Play Benchmarking of Reinforcement Learning Algorithms for Large-Scale Flow Control☆29Feb 4, 2026Updated last week
- MATLAB simulation code for dissertation project report☆14Sep 4, 2022Updated 3 years ago
- ☆14Jan 15, 2023Updated 3 years ago
- This project demonstrates how Low Density Parity Check (LDPC) Code and Multiple Input Multiple Output (MIMO) can be employed in Vehicular…☆14Jan 24, 2022Updated 4 years ago