Physics-incorporated Graph Neural Network Using Dynamic Higher-Order Spatio-temporal Graphs for Multivariate Time Series Imputation
☆16Apr 17, 2026Updated 6 months ago
Alternatives and similar repositories for HSPGNN
Users that are interested in HSPGNN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- SDGCN: Semantics-aware dynamic graph convolutional network for traffic flow forecasting☆11Apr 13, 2026Updated 6 months ago
- Speeding up and reducing memory usage for scientific machine learning via mixed precision☆12Dec 27, 2024Updated last year
- This repository contains the code for reproducing the results in the paper "Loss Landscape Engineering via Data Regulation on PINNs"☆10Mar 28, 2023Updated 3 years ago
- ☆13May 21, 2025Updated last year
- ☆11Jul 15, 2024Updated 2 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Convolution Neural Network based solution for 2D steady state Navier Stokes equation for submerged badies☆13May 3, 2021Updated 5 years ago
- Official repository for the paper "Graph-based Forecasting with Missing Data through Spatiotemporal Downsampling" (ICML 2024)☆17Mar 3, 2025Updated last year
- Open-source toolkit for exploring, quality-checking, and forecasting with the SOLETE renewable-energy dataset. Includes reproducible work…☆15Oct 15, 2026Updated 2 weeks ago
- ☆19Aug 9, 2023Updated 3 years ago
- ☆14May 28, 2022Updated 4 years ago
- ☆14Jan 22, 2025Updated last year
- [KDD'24] Official code for our paper "Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting".☆85Sep 4, 2024Updated 2 years ago
- This repository contains the source code for 'KG-MAD:Knowledge Graph-guided Multi-agent Distillation',a cutting-edge framework designed t…☆10May 13, 2025Updated last year
- ☆13Mar 18, 2026Updated 7 months ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- DG-Softmax☆10Mar 24, 2025Updated last year
- MSTGAN is an innovative method designed for multi-station urban air quality prediction, which fully considers the individual, global, and…☆23Jul 13, 2024Updated 2 years ago
- INCREASE: Inductive Graph Representation Learning for Spatio-Temporal Kriging☆21Apr 6, 2023Updated 3 years ago
- A framework for solving reliability analysis (aka design uncertainty quantification) and reliability-based robust design optimization (ak…☆14Feb 13, 2024Updated 2 years ago
- ☆13Dec 1, 2025Updated 11 months ago
- Y. Wu, L. Jiao, X. Liu, F. Liu, S. Yang and L. Li, Domain Adaptation-aware Transformer for Hyperspectral Object Tracking. IEEE Transactio…☆13Jul 15, 2024Updated 2 years ago
- Implementation of Graph Neural Networks for Virtual Sensing in Complex Systems: Addressing Heterogeneous Temporal Dynamics☆14Apr 25, 2025Updated last year
- Time Series Forecasting with Dynamic Graph Modeling☆16Aug 31, 2025Updated last year
- This is the official source code for Multi-domain Universal Representation Learning for Hyperspectral Object Tracking.☆13Sep 30, 2026Updated last month
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- ☆23Aug 20, 2026Updated 2 months ago
- A Python class for Reliability analysis including Monte Carlo and FORM methods☆14Apr 24, 2025Updated last year
- Safety Risk Reliability Model Library☆12Jun 18, 2026Updated 4 months ago
- Dynamic Causal Explanation Based Diffusion-Variational Graph Neural Network for Spatiotemporal Forecasting☆36Apr 11, 2026Updated 6 months ago
- ☆11Dec 12, 2022Updated 3 years ago
- ☆13Jul 9, 2025Updated last year
- The official code for "One Fits All: Power General Time Series Analysis by Pretrained LM (NeurIPS 2023 Spotlight)"☆12Jan 8, 2024Updated 2 years ago
- ICDE'24 "Time-aware Graph Structure Learning for Spatiao-temporal Forecasting"☆16Jan 26, 2026Updated 9 months ago
- PyTorch implementation for paper "WaveForM: Graph Enhanced Wavelet Learning for Long Sequence Forecasting of Multivariate Time Series" (A…☆50Mar 5, 2023Updated 3 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- [CVPR2026] Drift-Resilient Temporal Priors for Visual Tracking☆19May 28, 2026Updated 5 months ago
- code for HiSTGNN: Hierarchical Graph Neural Networks for Weather Forecasting, Information Sciences☆21Jan 26, 2026Updated 9 months ago
- Companion repository for Targeting AAV vectors to the CNS via de novo engineered capsid-receptor interactions paper☆11Aug 26, 2024Updated 2 years ago
- A comprehensive collection of KAN(Kolmogorov-Arnold Network)-related resources, including libraries, projects, tutorials, papers, and mor…☆10May 15, 2024Updated 2 years ago
- ☆15May 18, 2026Updated 5 months ago
- VPTracker: Global Vision-Language Tracking via Visual Prompt and MLLM☆18Sep 14, 2026Updated last month
- The code for HyperD: Hybrid Periodicity Decoupling Framework for Traffic Forecasting☆27Apr 28, 2026Updated 6 months ago