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ORCIDDylan Robert Harp
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Journal Articles
- 2023
[j6]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): 4560 (2023)- 2022
- [j5]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: 111277 (2022) - 2021
- [j4]Veronika Vasylkivska, Robert Dilmore, Greg Lackey, Yingqi Zhang, Seth King, Diana H. Bacon, Bailian Chen, Kayyum Mansoor, Dylan Robert Harp:
NRAP-open-IAM: A flexible open-source integrated-assessment-model for geologic carbon storage risk assessment and management. Environ. Model. Softw. 143: 105114 (2021) - [j3]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: 115006 (2021) - 2012
- [j2]Dylan Robert Harp, Velimir V. Vesselinov:
An agent-based approach to global uncertainty and sensitivity analysis. Comput. Geosci. 40: 19-27 (2012) - [j1]Velimir V. Vesselinov, Dylan Robert Harp:
Adaptive hybrid optimization strategy for calibration and parameter estimation of physical process models. Comput. Geosci. 49: 10-20 (2012)
Informal and Other Publications
- 2022
- [i6]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 abs/2206.10718 (2022) - 2021
- [i5]Bicheng Yan, Dylan Robert Harp, Rajesh J. Pawar:
A Gradient-based Deep Neural Network Model for Simulating Multiphase Flow in Porous Media. CoRR abs/2105.02652 (2021) - [i4]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 abs/2105.03752 (2021) - [i3]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 abs/2105.09467 (2021) - [i2]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 abs/2107.07274 (2021) - [i1]Bailian Chen, Dylan Robert Harp, Yingqi Zhang, Curtis M. Oldenburg, Rajesh J. Pawar:
Dynamic Risk Assessment for Geologic CO2 Sequestration. CoRR abs/2109.12703 (2021)
Coauthor Index
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