Dylan Robert Harp

12 papers Journal 12
YearRankTypeTitle / Venue / Authors
2023 J jnl
DPFEHM: a differentiable subsurface physics simulator.
J. Open Source Softw.
Daniel O'Malley, Sarah Y. Greer, Aleksandra Pachalieva, Wu Hao, Dylan Robert Harp, Velimir V. Vesselinov
2022 J jnl
A gradient-based deep neural network model for simulating multiphase flow in porous media.
J. Comput. Phys.
Bicheng Yan, Dylan Robert Harp, Bailian Chen, Hussein Hoteit, Rajesh J. Pawar
2022 J jnl
Physics-informed machine learning with differentiable programming for heterogeneous underground reservoir pressure management.
CoRR
Aleksandra Pachalieva, Daniel O'Malley, Dylan Robert Harp, Hari S. Viswanathan
2021 J jnl
A Gradient-based Deep Neural Network Model for Simulating Multiphase Flow in Porous Media.
CoRR
Bicheng Yan, Dylan Robert Harp, Rajesh J. Pawar
2021 J jnl
A Physics-Constrained Deep Learning Model for Simulating Multiphase Flow in 3D Heterogeneous Porous Media.
CoRR
Bicheng Yan, Dylan Robert Harp, Bailian Chen, Rajesh J. Pawar
2021 J jnl
A Robust Deep Learning Workflow to Predict Multiphase Flow Behavior during Geological CO2 Sequestration Injection and Post-Injection Periods.
CoRR
Bicheng Yan, Bailian Chen, Dylan Robert Harp, Rajesh J. Pawar
2021 J jnl
Dynamic Risk Assessment for Geologic CO2 Sequestration.
CoRR
Bailian Chen, Dylan Robert Harp, Yingqi Zhang, Curtis M. Oldenburg, Rajesh J. Pawar
2021 J jnl
Improving Deep Learning Performance for Predicting Large-Scale Porous-Media Flow through Feature Coarsening.
CoRR
Bicheng Yan, Dylan Robert Harp, Bailian Chen, Rajesh J. Pawar
2021 J jnl
NRAP-open-IAM: A flexible open-source integrated-assessment-model for geologic carbon storage risk assessment and management.
Environ. Model. Softw.
Veronika Vasylkivska, Robert Dilmore, Greg Lackey, Yingqi Zhang, Seth King, Diana H. Bacon, Bailian Chen, Kayyum Mansoor, Dylan Robert Harp
2021 J jnl
On the feasibility of using physics-informed machine learning for underground reservoir pressure management.
Expert Syst. Appl.
Dylan Robert Harp, Dan O'Malley, Bicheng Yan, Rajesh J. Pawar
2012 J jnl
Adaptive hybrid optimization strategy for calibration and parameter estimation of physical process models.
Comput. Geosci.
Velimir V. Vesselinov, Dylan Robert Harp
2012 J jnl
An agent-based approach to global uncertainty and sensitivity analysis.
Comput. Geosci.
Dylan Robert Harp, Velimir V. Vesselinov