Geologic CO2 sequestration monitoring design: A machine learning and uncertainty quantification based approach B Chen, DR Harp, Y Lin, EH Keating, RJ Pawar Applied energy 225, 332-345, 2018 | 180 | 2018 |
Modeling the role of preferential snow accumulation in through talik development and hillslope groundwater flow in a transitional permafrost landscape EE Jafarov, ET Coon, DR Harp, CJ Wilson, SL Painter, AL Atchley, ... Environmental Research Letters 13 (10), 105006, 2018 | 119 | 2018 |
Thermal effects of groundwater flow through subarctic fens: A case study based on field observations and numerical modeling Y Sjöberg, E Coon, AB K. Sannel, R Pannetier, D Harp, A Frampton, ... Water Resources Research 52 (3), 1591-1606, 2016 | 103 | 2016 |
A robust deep learning workflow to predict multiphase flow behavior during geological CO2 sequestration injection and Post-Injection periods B Yan, B Chen, DR Harp, W Jia, RJ Pawar Journal of Hydrology 607, 127542, 2022 | 96 | 2022 |
Using field observations to inform thermal hydrology models of permafrost dynamics with ATS (v0. 83) AL Atchley, SL Painter, DR Harp, ET Coon, CJ Wilson, AK Liljedahl, ... Geoscientific Model Development 8 (9), 2701-2722, 2015 | 95 | 2015 |
A physics-constrained deep learning model for simulating multiphase flow in 3D heterogeneous porous media B Yan, DR Harp, B Chen, R Pawar Fuel 313, 122693, 2022 | 85 | 2022 |
A gradient-based deep neural network model for simulating multiphase flow in porous media B Yan, DR Harp, B Chen, H Hoteit, RJ Pawar Journal of Computational Physics 463, 111277, 2022 | 80 | 2022 |
Influences and interactions of inundation, peat, and snow on active layer thickness AL Atchley, ET Coon, SL Painter, DR Harp, CJ Wilson Geophysical Research Letters 43 (10), 5116-5123, 2016 | 77 | 2016 |
Reducing uncertainty in geologic CO2 sequestration risk assessment by assimilating monitoring data B Chen, DR Harp, Z Lu, RJ Pawar International Journal of Greenhouse Gas Control 94, 102926, 2020 | 74 | 2020 |
Reduced order models of transient CO2 and brine leakage along abandoned wellbores from geologic carbon sequestration reservoirs DR Harp, R Pawar, JW Carey, CW Gable International Journal of Greenhouse Gas Control 45, 150-162, 2016 | 71 | 2016 |
A response surface model to predict CO2 and brine leakage along cemented wellbores AB Jordan, PH Stauffer, D Harp, JW Carey, RJ Pawar International Journal of Greenhouse Gas Control 33, 27-39, 2015 | 67 | 2015 |
Aquifer structure identification using stochastic inversion DR Harp, Z Dai, AV Wolfsberg, JA Vrugt, BA Robinson, VV Vesselinov Geophysical Research Letters 35 (8), 2008 | 67 | 2008 |
Effect of soil property uncertainties on permafrost thaw projections: a calibration-constrained analysis DR Harp, AL Atchley, SL Painter, ET Coon, CJ Wilson, VE Romanovsky, ... The Cryosphere 10 (1), 341-358, 2016 | 58 | 2016 |
Reduced order models for assessing CO2 impacts in shallow unconfined aquifers EH Keating, DH Harp, Z Dai, RJ Pawar International Journal of Greenhouse Gas Control 46, 187-196, 2016 | 56 | 2016 |
NRAP-open-IAM: A flexible open-source integrated-assessment-model for geologic carbon storage risk assessment and management V Vasylkivska, R Dilmore, G Lackey, Y Zhang, S King, D Bacon, B Chen, ... Environmental Modelling & Software 143, 105114, 2021 | 48 | 2021 |
Advanced terrestrial simulator E Coon, D Svyatsky, A Jan, E Kikinzon, M Berndt, A Atchley, D Harp, ... Computer Software, USDOE Office of Science (SC), Biological and …, 2019 | 48 | 2019 |
On the feasibility of using physics-informed machine learning for underground reservoir pressure management DR Harp, D O’Malley, B Yan, R Pawar Expert Systems with Applications 178, 115006, 2021 | 47 | 2021 |
Applicability of aquifer impact models to support decisions at CO2 sequestration sites E Keating, D Bacon, S Carroll, K Mansoor, Y Sun, L Zheng, D Harp, Z Dai International Journal of Greenhouse Gas Control 52, 319-330, 2016 | 44 | 2016 |
Microtopographic control on the ground thermal regime in ice wedge polygons CJ Abolt, MH Young, AL Atchley, DR Harp The Cryosphere 12 (6), 1957-1968, 2018 | 42 | 2018 |
Identifying geologic characteristics and operational decisions to meet global carbon sequestration goals RS Middleton, JD Ogland-Hand, B Chen, JM Bielicki, KM Ellett, DR Harp, ... Energy & Environmental Science 13 (12), 5000-5016, 2020 | 40 | 2020 |