Dylan Robert Harp

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 8

Top Topics

Neural Network Model

Top Venues

J. Comput. Phys.

Expert Syst. Appl.

J. Open Source Softw.

Publications

Daniel O'Malley, Sarah Y. Greer, Aleksandra Pachalieva, Wu Hao, Dylan Robert Harp, Velimir V. Vesselinov
DPFEHM: a differentiable subsurface physics simulator. J. Open Source Softw. 8 (90) (2023)
Bicheng Yan, Dylan Robert Harp, Bailian Chen, Hussein Hoteit, Rajesh J. Pawar
A gradient-based deep neural network model for simulating multiphase flow in porous media. J. Comput. Phys. 463 (2022)
Aleksandra Pachalieva, Daniel O'Malley, Dylan Robert Harp, Hari S. Viswanathan
Physics-informed machine learning with differentiable programming for heterogeneous underground reservoir pressure management. CoRR (2022)
Dylan Robert Harp, Dan O'Malley, Bicheng Yan, Rajesh J. Pawar
On the feasibility of using physics-informed machine learning for underground reservoir pressure management. Expert Syst. Appl. 178 (2021)
Bicheng Yan, Bailian Chen, Dylan Robert Harp, Rajesh J. Pawar
A Robust Deep Learning Workflow to Predict Multiphase Flow Behavior during Geological CO2 Sequestration Injection and Post-Injection Periods. CoRR (2021)
Bicheng Yan, Dylan Robert Harp, Bailian Chen, Rajesh J. Pawar
Improving Deep Learning Performance for Predicting Large-Scale Porous-Media Flow through Feature Coarsening. CoRR (2021)
Bicheng Yan, Dylan Robert Harp, Rajesh J. Pawar
A Gradient-based Deep Neural Network Model for Simulating Multiphase Flow in Porous Media. CoRR (2021)
Bicheng Yan, Dylan Robert Harp, Bailian Chen, Rajesh J. Pawar
A Physics-Constrained Deep Learning Model for Simulating Multiphase Flow in 3D Heterogeneous Porous Media. CoRR (2021)