| SmartPilot: A Multiagent CoPilot for Adaptive and Intelligent Manufacturing | May 10, 2025 | Decision MakingProduction Forecasting | CodeCode Available | 1 |
| Graph Neural Networks in Supply Chain Analytics and Optimization: Concepts, Perspectives, Dataset and Benchmarks | Nov 13, 2024 | Anomaly DetectionDemand Forecasting | CodeCode Available | 2 |
| Solarcast-ML: Per Node GraphCast Extension for Solar Energy Production | Jun 19, 2024 | Decision MakingGraph Neural Network | —Unverified | 0 |
| Quantum Long Short-Term Memory (QLSTM) vs Classical LSTM in Time Series Forecasting: A Comparative Study in Solar Power Forecasting | Oct 25, 2023 | BenchmarkingHyperparameter Optimization | —Unverified | 0 |
| Hierarchical Forecasting at Scale | Oct 19, 2023 | Production ForecastingTime Series | CodeCode Available | 1 |
| Advanced Deep Regression Models for Forecasting Time Series Oil Production | Aug 30, 2023 | Production Forecastingregression | —Unverified | 0 |
| A Critical Review of Physics-Informed Machine Learning Applications in Subsurface Energy Systems | Aug 6, 2023 | Decision MakingManagement | —Unverified | 0 |
| Agave crop segmentation and maturity classification with deep learning data-centric strategies using very high-resolution satellite imagery | Mar 21, 2023 | Active LearningData Augmentation | —Unverified | 0 |
| Physics-Informed Graph Neural Network for Spatial-temporal Production Forecasting | Sep 23, 2022 | Graph Neural NetworkProduction Forecasting | —Unverified | 0 |
| Forecasting the production of Distillate Fuel Oil Refinery and Propane Blender net production by using Time Series Algorithms | Jun 4, 2022 | Production ForecastingTime Series | —Unverified | 0 |
| Towards Better Shale Gas Production Forecasting Using Transfer Learning | Jun 21, 2021 | Production ForecastingTransfer Learning | —Unverified | 0 |
| Estimating Solar and Wind Power Production using Computer Vision Deep Learning Techniques on Weather Maps | Mar 15, 2021 | Deep LearningProduction Forecasting | —Unverified | 0 |
| Hybrid and Automated Machine Learning Approaches for Oil Fields Development: the Case Study of Volve Field, North Sea | Mar 3, 2021 | BIG-bench Machine LearningDecision Making | CodeCode Available | 1 |
| Grocery Store Flexibility Management Using Model Predictive Control With Neural Networks | Jan 21, 2020 | ManagementModel Predictive Control | —Unverified | 0 |
| Sequential model aggregation for production forecasting | Nov 30, 2018 | modelProduction Forecasting | —Unverified | 0 |
