Rajesh J. Pawar

Publication Activity (10 Years)

Years Active: 2012-2022
Publications (10 Years): 8

Top Topics

Neural Network Model

Risk Assessment

Top Venues

J. Comput. Phys.

AAAI Spring Symposium: MLPS

Expert Syst. Appl.

Publications

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)
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)
Bailian Chen, Dylan R. Harp, Yingqi Zhang, Curtis M. Oldenburg, Rajesh J. Pawar
Dynamic Risk Assessment for Geologic CO2 Sequestration. CoRR (2021)
Maruti Kumar Mudunuru, Daniel O'Malley, Shriram Srinivasan, Jeffrey D. Hyman, Matthew R. Sweeney, Luke Frash, Bill Carey, Michael R. Gross, Nathan J. Welch, Satish Karra, Velimir V. Vesselinov, Qinjun Kang, Hongwu Xu, Rajesh J. Pawar, Tim Carr, Liwei Li, George D. Guthrie, Hari S. Viswanathan
Physics-Informed Machine Learning for Real-time Reservoir Management. AAAI Spring Symposium: MLPS (2020)
Richard S. Middleton, Michael J. Kuby, Ran Wei, Gordon N. Keating, Rajesh J. Pawar
capture and storage infrastructure. Environ. Model. Softw. 37 (2012)