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Ziming's Research Blog

Let's transform ideas into impactful solutions!

ST-GFE: Capturing Well Interference with Asynchronous Start

A highly flexible model for capturing interference and asynchronous well behavior
By Ziming Xu
Posted on October 30, 2024

Introduction [Read More]
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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]
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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]
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ST-GraphSAGE: Production Forecasting with Well Interference

Advanced prediction framework using GCN
By Ziming Xu
Posted on October 26, 2023

Introduction [Read More]
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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]
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