Dylan Robert Harp

Orcid: 0000-0001-9777-8000

According to our database1, Dylan Robert Harp authored at least 12 papers between 2012 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Other 

Links

On csauthors.net:

Bibliography

2023
DPFEHM: a differentiable subsurface physics simulator.
J. Open Source Softw., October, 2023

2022
A gradient-based deep neural network model for simulating multiphase flow in porous media.
J. Comput. Phys., 2022

Physics-informed machine learning with differentiable programming for heterogeneous underground reservoir pressure management.
CoRR, 2022

2021
On the feasibility of using physics-informed machine learning for underground reservoir pressure management.
Expert Syst. Appl., 2021

NRAP-open-IAM: A flexible open-source integrated-assessment-model for geologic carbon storage risk assessment and management.
Environ. Model. Softw., 2021

Dynamic Risk Assessment for Geologic CO2 Sequestration.
CoRR, 2021

A Robust Deep Learning Workflow to Predict Multiphase Flow Behavior during Geological CO2 Sequestration Injection and Post-Injection Periods.
CoRR, 2021

A Physics-Constrained Deep Learning Model for Simulating Multiphase Flow in 3D Heterogeneous Porous Media.
CoRR, 2021

Improving Deep Learning Performance for Predicting Large-Scale Porous-Media Flow through Feature Coarsening.
CoRR, 2021

A Gradient-based Deep Neural Network Model for Simulating Multiphase Flow in Porous Media.
CoRR, 2021

2012
Adaptive hybrid optimization strategy for calibration and parameter estimation of physical process models.
Comput. Geosci., 2012

An agent-based approach to global uncertainty and sensitivity analysis.
Comput. Geosci., 2012


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