Dylan Harp
Dylan Harp
The Freshwater Trust
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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
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
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
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
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
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
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
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
Aquifer structure identification using stochastic inversion
DR Harp, Z Dai, AV Wolfsberg, JA Vrugt, BA Robinson, VV Vesselinov
Geophysical Research Letters 35 (8), 2008
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
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
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
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
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
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
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
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
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
Development of robust pressure management strategies for geologic CO2 sequestration
DR Harp, PH Stauffer, D O’Malley, Z Jiao, EP Egenolf, TA Miller, ...
International Journal of Greenhouse Gas Control 64, 43-59, 2017
Regression-based reduced-order models to predict transient thermal output for enhanced geothermal systems
MK Mudunuru, S Karra, DR Harp, GD Guthrie, HS Viswanathan
Geothermics 70, 192-205, 2017
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