Mengyao Dong

Three-dimensional cementing displacement efficiency prediction based on domain-decomposed physics-informed neural network

Efficient displacement of drilling fluid by cement slurry is essential for ensuring cementing quality, and accurate flow-field prediction is crucial for improving displacement efficiency. Although computational fluid dynamics (CFD) is widely used to investigate displacement mecha...