| WPMixer: Efficient Multi-Resolution Mixing for Long-Term Time Series Forecasting | Dec 22, 2024 | Financial AnalysisLoad Forecasting | CodeCode Available | 2 |
| Short-Term Density Forecasting of Low-Voltage Load using Bernstein-Polynomial Normalizing Flows | Apr 29, 2022 | Decision MakingLoad Forecasting | CodeCode Available | 2 |
| Enhanced Load Forecasting with GAT-LSTM: Leveraging Grid and Temporal Features | Feb 12, 2025 | Graph AttentionLoad Forecasting | CodeCode Available | 1 |
| Load Forecasting for Households and Energy Communities: Are Deep Learning Models Worth the Effort? | Jan 9, 2025 | Deep LearningLoad Forecasting | CodeCode Available | 1 |
| Privacy-Preserving Collaborative Split Learning Framework for Smart Grid Load Forecasting | Mar 3, 2024 | energy managementLoad Forecasting | CodeCode Available | 1 |
| DiffPLF: A Conditional Diffusion Model for Probabilistic Forecasting of EV Charging Load | Feb 21, 2024 | DenoisingLoad Forecasting | CodeCode Available | 1 |
| Task-Aware Machine Unlearning and Its Application in Load Forecasting | Aug 28, 2023 | Load ForecastingMachine Unlearning | CodeCode Available | 1 |
| Multi-horizon short-term load forecasting using hybrid of LSTM and modified split convolution | Aug 15, 2023 | Data AblationLoad Forecasting | CodeCode Available | 1 |
| Benchmarks and Custom Package for Energy Forecasting | Jul 14, 2023 | Feature EngineeringLoad Forecasting | CodeCode Available | 1 |
| BuildingsBench: A Large-Scale Dataset of 900K Buildings and Benchmark for Short-Term Load Forecasting | Jun 30, 2023 | DiversityLoad Forecasting | CodeCode Available | 1 |
| DiffLoad: Uncertainty Quantification in Electrical Load Forecasting with the Diffusion Model | May 31, 2023 | Decision Makingenergy management | CodeCode Available | 1 |
| Short-Term Aggregated Residential Load Forecasting using BiLSTM and CNN-BiLSTM | Feb 10, 2023 | Load Forecasting | CodeCode Available | 1 |
| ES-dRNN with Dynamic Attention for Short-Term Load Forecasting | Mar 2, 2022 | Load ForecastingTime Series | CodeCode Available | 1 |
| Methodology for forecasting and optimization in IEEE-CIS 3rd Technical Challenge | Feb 2, 2022 | Load ForecastingMultivariate Time Series Forecasting | CodeCode Available | 1 |
| ES-dRNN: A Hybrid Exponential Smoothing and Dilated Recurrent Neural Network Model for Short-Term Load Forecasting | Dec 5, 2021 | Load ForecastingTime Series | CodeCode Available | 1 |
| Review of Low Voltage Load Forecasting: Methods, Applications, and Recommendations | May 30, 2021 | Load ForecastingManagement | CodeCode Available | 1 |
| Probabilistic Load Forecasting Based on Adaptive Online Learning | Nov 30, 2020 | energy managementLoad Forecasting | CodeCode Available | 1 |
| Short-Term Load Forecasting using Bi-directional Sequential Models and Feature Engineering for Small Datasets | Nov 28, 2020 | Feature EngineeringLoad Forecasting | CodeCode Available | 1 |
| Deep Adaptive Input Normalization for Time Series Forecasting | Feb 21, 2019 | Load ForecastingTime Series | CodeCode Available | 1 |
| MetaEformer: Unveiling and Leveraging Meta-patterns for Complex and Dynamic Systems Load Forecasting | Jun 15, 2025 | Load ForecastingTime Series Forecasting | —Unverified | 0 |
| Variational Autoencoder-Based Approach to Latent Feature Analysis on Efficient Representation of Power Load Monitoring Data | Jun 10, 2025 | DecoderLoad Forecasting | —Unverified | 0 |
| Short-Term Power Demand Forecasting for Diverse Consumer Types to Enhance Grid Planning and Synchronisation | Jun 4, 2025 | Demand ForecastingEarth Observation | —Unverified | 0 |
| Large Language Model-Empowered Interactive Load Forecasting | May 22, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| IISE PG&E Energy Analytics Challenge 2025: Hourly-Binned Regression Models Beat Transformers in Load Forecasting | May 16, 2025 | Computational EfficiencyDeep Learning | —Unverified | 0 |
| Load Forecasting in the Era of Smart Grids: Opportunities and Advanced Machine Learning Models | May 14, 2025 | Load Forecasting | —Unverified | 0 |
