An agent-based approach to global uncertainty and sensitivity analysis. - Dylan Robert Harp; Velimir V. Vesselinov (Comput. Geosci., 2012)

Adaptive hybrid optimization strategy for calibration and parameter estimation of physical process models. - Velimir V. Vesselinov; Dylan Robert Harp (Comput. Geosci., 2012)

A Gradient-based Deep Neural Network Model for Simulating Multiphase Flow in Porous Media. - Bicheng Yan; Dylan Robert Harp; Rajesh J. Pawar (CoRR, 2021)

Improving Deep Learning Performance for Predicting Large-Scale Porous-Media Flow through Feature Coarsening. - Bicheng Yan; Dylan Robert Harp; Bailian Chen; Rajesh J. Pawar (CoRR, 2021)

A Physics-Constrained Deep Learning Model for Simulating Multiphase Flow in 3D Heterogeneous Porous Media. - Bicheng Yan; Dylan Robert Harp; Bailian Chen; Rajesh J. Pawar (CoRR, 2021)

A Robust Deep Learning Workflow to Predict Multiphase Flow Behavior during Geological CO2 Sequestration Injection and Post-Injection Periods. - Bicheng Yan; Bailian Chen; Dylan Robert Harp; Rajesh J. Pawar (CoRR, 2021)

Dynamic Risk Assessment for Geologic CO2 Sequestration. - Bailian Chen; Dylan Robert Harp; Yingqi Zhang; Curtis M. Oldenburg; Rajesh J. Pawar (CoRR, 2021)

NRAP-open-IAM: A flexible open-source integrated-assessment-model for geologic carbon storage risk assessment and management. - Veronika Vasylkivska; Robert Dilmore; Greg Lackey; Yingqi Zhang; Seth King; Diana H. Bacon; Bailian Chen; Kayyum Mansoor; Dylan Robert Harp (Environ. Model. Softw., 2021)

On the feasibility of using physics-informed machine learning for underground reservoir pressure management. - Dylan Robert Harp; Dan O'Malley; Bicheng Yan; Rajesh J. Pawar (Expert Syst. Appl., 2021)

Physics-informed machine learning with differentiable programming for heterogeneous underground reservoir pressure management. - Aleksandra Pachalieva; Daniel O'Malley; Dylan Robert Harp; Hari S. Viswanathan (CoRR, 2022)

A gradient-based deep neural network model for simulating multiphase flow in porous media. - Bicheng Yan; Dylan Robert Harp; Bailian Chen; Hussein Hoteit; Rajesh J. Pawar (J. Comput. Phys., 2022)

DPFEHM: a differentiable subsurface physics simulator. - Daniel O'Malley; Sarah Y. Greer; Aleksandra Pachalieva; Wu Hao; Dylan Robert Harp; Velimir V. Vesselinov (J. Open Source Softw., 2023)