Posts by Collection

[1] A 2D Platformer Puzzle Game

A cool course project working with fantastic teammates.

[1] Recurrent neural networks for short-term and long-term prediction of geothermal reservoirs

A. Jiang, Z. Qin, D. Faulder, T. T. Cladouhos, and B. Jafarpour^†. Geothermics, 2022.
https://doi.org/10.1016/j.geothermics.2022.102439

[2] Efficient Optimization of Energy Recovery from Geothermal Reservoirs with Recurrent Neural Network Predictive Models

Z. Qin, A. Jiang, D. Faulder, T. T. Cladouhos, and B. Jafarpour^†. Water Resources Research, 2023.
https://doi.org/10.1029/2022WR032653

[3] A multiscale recurrent neural network model for predicting energy production from geothermal reservoirs

A. Jiang, Z. Qin, D. Faulder, T. T. Cladouhos, and B. Jafarpour^†. Geothermics, 2023.
https://doi.org/10.1016/j.geothermics.2022.102643

[4] Physics-Guided Deep Learning for Prediction of Energy Production from Geothermal Reservoirs

Z. Qin, A. Jiang, D. Faulder, T. T. Cladouhos, and B. Jafarpour^†. Geothermics, 2024.
https://doi.org/10.1016/j.geothermics.2023.102824

[5] Spatio-temporal neural networks for monitoring and prediction of CO₂ plume migration from measurable field data

Y. Liu, Z. Qin, F. Zheng, and B. Jafarpour^†. Journal of Cleaner Production, 2024.
https://doi.org/10.1016/j.jclepro.2024.144080

[6] A Fluid Flow‐Based Deep Learning (FFDL) Architecture for Subsurface Flow Systems with Application to Geologic CO₂ Storage

Z. Qin, Y. Liu, F. Zheng, and B. Jafarpour^†. Water Resources Research, 2025.
https://doi.org/10.1029/2024WR037953

[1] Teaching Assistant

Undergraduate course, University of Southern California, Mork Family Department, 2023

Teaching the computer session for the following two courses:

• PTE 412x: Petroleum Reservoir Engineering
• PTE 464L: Modeling and Simulation of Subsurface Flow Systems