MED: Non-Autoregressive Generation-Based Real-Time Production Forecasting with Variable Input Length One of the best models for production forecasting By Ziming Xu Posted on March 2, 2024 Introduction [Read More] Tags: deep-learning shale gas time series autoencoder
MRA: Autoregressive Generation-Based Real-Time Production Forecasting with Variable Input Length An advanced Autoencoder prediction framework By Ziming Xu Posted on March 1, 2024 Introduction [Read More] Tags: deep-learning shale gas time series autoencoder
ST-GraphSAGE: Production Forecasting with Well Interference Advanced prediction framework using GCN By Ziming Xu Posted on October 26, 2023 Introduction [Read More] Tags: deep-learning well-interference multi-horizon graph
RUF: Updating Time-Series Predictions with Stream Data An accurate and efficient prediction framework By Ziming Xu Posted on September 30, 2023 RUF: Updating Time-Series Predictions with Stream Data [Read More] Tags: deep-learning shale gas time series prediction
2022AI4SocietyDatathon: A Flow Problem Test your algorithm! By Ziming Xu Posted on August 30, 2022 Introduction and Background [Read More] Tags: contest machine-learning