A. Sun

发表

Downscaling Satellite and Reanalysis Precipitation Products Using Attention-Based Deep Convolutional Neural Nets

A. Sun, G. Tang, 2020, Frontiers in Water.

Inversion of Time‐Lapse Seismic Reservoir Monitoring Data Using CycleGAN: A Deep Learning‐Based Approach for Estimating Dynamic Reservoir Property Changes

Alexander Y. Sun, Xinming Wu, Xinming Wu, 2020, Journal of Geophysical Research: Solid Earth.

Spatial Downscaling of TRMM Precipitation Product Using a Combined Multifractal and Regression Approach: Demonstration for South China

Alexander Y. Sun, Xianli Xu, Kelin Wang, 2015 .

Detecting CO 2 leakage around the wellbore by monitoring temperature profiles: A scoping analysis

A. Sun, A. Islam, 2017 .

Two-Stage Fracturing Wastewater Management in Shale Gas Development

Xiaodong Zhang, A. Sun, I. Duncan, 2017 .

The concept of block-effective macrodispersivity and a unified approach for grid-scale- and plume-scale-dependent transport

A. Bellin, Y. Rubin, R. Maxwell, 1999, Journal of Fluid Mechanics.

Characterization and modeling of spatial variability in a complex alluvial aquifer: Implications on solute transport

A. Sun, R. Ritzi, D. Sims, 2008 .

Thermodynamics phase changes of nanopore fluids

T. Patzek, A. Sun, A. Islam, 2015 .

Utilization of multiobjective optimization for pulse testing dataset from a CO2-EOR/sequestration field

M. Wheeler, A. Sun, Hoonyoung Jeong, 2018, Journal of Petroleum Science and Engineering.

A constrained robust least squares approach for contaminant release history identification

A. Sun, S. Painter, G. Wittmeyer, 2006 .

Global models underestimate large decadal declining and rising water storage trends relative to GRACE satellite data

R. Reedy, B. Scanlon, P. Döll, 2018, Proceedings of the National Academy of Sciences.

Comparison of Groundwater Storage Changes From GRACE Satellites With Monitoring and Modeling of Major U.S. Aquifers

B. Scanlon, S. Swenson, V. L. McGuire, 2020, Water Resources Research.

Reconstructing annual groundwater storage changes in a large-scale irrigation region using GRACE data and Budyko model

C. Ringler, D. Long, Dingbao Wang, 2017 .

Normal or abnormal? Machine learning for the leakage detection in carbon sequestration projects using pressure field data

Youzuo Lin, A. Sun, Rafael Pires de Lima, 2020 .

A deep learning approach to anomaly detection in geological carbon sequestration sites using pressure measurements

Zhi Zhong, Alexander Y. Sun, Qi Ouyang, 2019, Journal of Hydrology.

Patterns of precipitation and soil moisture extremes in Texas, US: A complex network analysis

Alexander Y. Sun, Todd G. Caldwell, Zengchao Hao, 2018 .

Time-lapse seismic data inversion for estimating reservoir parameters using deep learning

S. Fomel, A. Sun, H. Kaur, 2020 .

Global terrestrial water storage connectivity revealed using complex climate network analyses

Alexander Y. Sun, Jonathan F. Donges, J. Donges, 2015 .

Inverse Methods for Parameter Estimations

Alexander Y. Sun, Ne-Zheng Sun, N. Sun, 2006 .

156 : Inverse Methods for Parameter Estimations

N. Sun, A. Sun, 2005 .

A theory-based simple extension of Peng–Robinson equation of state for nanopore confined fluids

A. Sun, A. Islam, 2017, Journal of Petroleum Exploration and Production Technology.

A laboratory validation study of the time-lapse oscillatory pumping test for leakage detection in geological repositories

A. Sun, A. Islam, Jiemin Lu, 2017 .

Predicting CO2 Plume Migration in Heterogeneous Formations Using Conditional Deep Convolutional Generative Adversarial Network

Zhi Zhong, Zhi Zhong, Alexander Y. Sun, 2019, Water Resources Research.

Model Calibration and Parameter Estimation: For Environmental and Water Resource Systems

Alexander Y. Sun, Ne-Zheng Sun, N. Sun, 2015 .

' s personal copy Monthly streamflow forecasting using Gaussian Process Regression

Dingbao Wang, Xianli Xu, A. Sun, 2014 .

Quantification of CO2 masses trapped through free convection process in isothermal brine saturated reservoir

A. Sun, A. Islam, 2014 .

Advances in Water Resources

A. Sun, Youlong Xiab, T. Caldwella, 2018 .

A graph neural network approach to basin-scale river network learning: The role of physics-based connectivity and data fusion

Zong‐Liang Yang, Xingyuan Chen, A. Sun, 2022 .

Why do karst catchments exhibit higher sensitivity to climate change? Evidence from a modified Budyko model

Kelin Wang, Xianli Xu, A. Sun, 2018, Advances in Water Resources.

Machine Learning-Based Optimization of Well Locations and WAG Parameters under Geologic Uncertainty

Larry W. Lake, Alexander Y. Sun, Michael J. Pyrcz, 2018 .

Reconstruction of GRACE Total Water Storage Through Automated Machine Learning

B. Scanlon, H. Save, A. Sun, 2020, Water Resources Research.

Projected Landscape Impacts from Oil and Gas Development Scenarios in the Permian Basin, USA

John R. Andrews, A. Sun, B. Wolaver, 2020, Environmental Management.

Structural and hydrogeologic evolution of the Putumayo basin and adjacent fold-thrust belt, Colombia

Tongwei Zhang, A. Sun, B. Wolaver, 2015 .

In‐Zone and Above‐Zone Pressure Monitoring Methods for CO 2 Geologic Storage

S. Hosseini, S. Hovorka, A. Sun, 2018, Geological Carbon Storage.

A graph neural network (GNN) approach to basin-scale river network learning: the role of physics-based connectivity and data fusion

Zong‐Liang Yang, Xingyuan Chen, A. Sun, 2022, Hydrology and Earth System Sciences.

A robust approach for iterative contaminant source location and release history recovery.

Alexander Y Sun, Scott L Painter, Gordon W Wittmeyer, 2006, Journal of contaminant hydrology.

Estimating CO2 saturation maps from seismic data using deep convolutional neural networks

Zi Xian Leong, T. Zhu, A. Sun, 2022, Second International Meeting for Applied Geoscience & Energy.

Reactive Transport Modeling of the Enhancement of Density-Driven CO2 Convective Mixing in Carbonate Aquifers and its Potential Implication on Geological Carbon Sequestration

Changbing Yang, Alexander Y Sun, Changbing Yang, 2016, Scientific Reports.

Karst catchments exhibited higher degradation stress from climate change than the non-karst catchments in southwest China: An ecohydrological perspective

Dingbao Wang, Kelin Wang, Xianli Xu, 2016 .

Evaluation of carbon dioxide storage and miscible gas EOR in shale oil reservoirs

G. Pope, Tongwei Zhang, L. Lake, 2019, Fuel.

Simulating in-zone chemistry changes from injection time to longer periods of CO2 storage

Akand W. Islam, Alexander Y. Sun, Jiemin Lu, 2016, Environmental Earth Sciences.

Numerical experiments of density driven CO2 saturated brine migration in heterogeneous two-dimensional geologic fabric materials

A. Sun, A. Islam, T. Meckel, 2016 .

Using pulse testing for leakage detection in carbon storage reservoirs: A field demonstration

Akand W. Islam, Alexander Y. Sun, Jiemin Lu, 2016 .

Groundwater Contamination in Karst Terranes

Scott L. Painter, Alexander Y. Sun, Ronald T. Green, 2006 .

Applications of physics-informed scientific machine learning in subsurface science: A survey pdf

Zhi Zhong, Alexander Y. Sun, Hongkyu Yoon, 2021, ArXiv.

Optimal carbon storage reservoir management through deep reinforcement learning

Alexander Y. Sun, A. Sun, 2020 .

How can Big Data and machine learning benefit environment and water management: a survey of methods, applications, and future directions

Alexander Y. Sun, Bridget R. Scanlon, B. Scanlon, 2019, Environmental Research Letters.

Development of multi-metamodels to support surface water quality management and decision making

Alexander Y. Sun, Roger M. Miranda, Xianli Xu, 2014, Environmental Earth Sciences.

Identification of a representative dataset for long-term monitoring at the Weyburn CO 2 -injection enhanced oil recovery site, Saskatchewan, Canada

Alexander Y. Sun, Jean-Philippe Nicot, Rebecca Shuang Gao, 2016 .

Explore Spatio‐Temporal Learning of Large Sample Hydrology Using Graph Neural Networks

Xingyuan Chen, A. Sun, M. Mudunuru, 2021, Water Resources Research.

Efficient deep-learning-based history matching for fluvial channel reservoirs

Baehyun Min, Seoyoon Kwon, Changhyup Park, 2021, Journal of Petroleum Science and Engineering.

Parallel Multiobjective Optimization for the Coupled Compositional /Geomechanical Modeling of Pulse Testing

Mary F. Wheeler, Alexander Y. Sun, Baehyun Min, 2017 .

A learning-based data-driven forecast approach for predicting future reservoir performance

Alexander Y. Sun, Baehyun Min, Hoonyoung Jeong, 2018 .

Identifying attributes of CO2 leakage zones in shallow aquifers using a parametric level set method

Mary F. Wheeler, Akand W. Islam, Alexander Y. Sun, 2016 .

Evaluation of high-resolution satellite rainfall products using rain gauge data over complex terrain in southwest China

Y. Yue, Kelin Wang, Xianli Xu, 2014, Theoretical and Applied Climatology.

Solute flux approach to transport through spatially nonstationary flow in porous media

Alexander Y. Sun, Roko Andričević, Dongxiao Zhang, 2000 .

Identification of Geologic Fault Network Geometry by Using a Grid-Based Ensemble Kalman Filter

Alexander Y. Sun, A. Sun, 2011 .

A harmonic pulse testing method for leakage detection in deep subsurface storage formations

Alexander Y. Sun, Jiemin Lu, Susan D. Hovorka, 2015 .

Inversion of pressure anomaly data for detecting leakage at geologic carbon sequestration sites

Alexander Y. Sun, Jean-Philippe Nicot, J. Nicot, 2012 .

A robust geostatistical approach to contaminant source identification

Alexander Y. Sun, A. Sun, 2007 .

Monthly streamflow forecasting using Gaussian Process Regression

Alexander Y. Sun, Dingbao Wang, Xianli Xu, 2014 .

Assessing leakage detectability at geologic CO2 sequestration sites using the probabilistic collocation method

Dongxiao Zhang, Alexander Y. Sun, Jean-Philippe Nicot, 2013 .

Relative importance of climate and land surface changes on hydrologic changes in the US Midwest since the 1930s: implications for biofuel production.

B. Scanlon, K. Schilling, Xianli Xu, 2013 .

EdgeAI: How to Use AI to Collect Reliable and Relevant Watershed Data

Timothy Scheibe, R. Versteeg, G. Hammond, 2021 .

Probabilistic prediction of hydrologic drought using a conditional probability approach based on the meta-Gaussian model

Vijay P. Singh, Alexander Y. Sun, Fanghua Hao, 2016 .

Use of machine learning and deep learning methods in groundwater

Alexander Y. Sun, Pragnaditya Malakar, Soumyajit Sarkar, 2021, Global Groundwater.

Is southwestern China experiencing more frequent precipitation extremes?

Kelin Wang, Xianli Xu, A. Sun, 2014 .

Comparison of deterministic ensemble Kalman filters for assimilating hydrogeological data

Alexander Y. Sun, Sitakanta Mohanty, Alan P. Morris, 2009 .

Linkages between GRACE water storage, hydrologic extremes, and climate teleconnections in major African aquifers

B. Scanlon, J. Small, A. Anyamba, 2021, Environmental Research Letters.

Using GRACE Satellite Gravimetry for Assessing Large-Scale Hydrologic Extremes

Alexander Y. Sun, Zizhan Zhang, Bridget R. Scanlon, 2017, Remote. Sens..

Predicting groundwater level changes using GRACE data

Alexander Y. Sun, A. Sun, 2013 .

Drought and flood monitoring for a large karst plateau in Southwest China using extended GRACE data

Yang Hong, Di Long, Alexander Y. Sun, 2014 .

Combining Physically Based Modeling and Deep Learning for Fusing GRACE Satellite Data: Can We Learn From Mismatch? pdf

David Walling, Zhi Zhong, Alexander Y. Sun, 2019, Water Resources Research.

An Efficient Computational Scheme for Two-Phase Steam Condensation in the Presence of CO2 for Wellbore and Long-Distance Flow

K. Sepehrnoori, A. Sun, A. Islam, 2019, ChemEngineering.

Predicting field production rates for waterflooding using a machine learning-based proxy model

Bo Ren, Alexander Y. Sun, Yanyong Wang, 2020 .

Efficient Ensemble-Based Stochastic Gradient Methods for Optimization Under Geological Uncertainty

Daein Jeong, Alexander Y. Sun, Baehyun Min, 2020, Frontiers in Earth Science.

Toward calibration of regional groundwater models using GRACE data

Alexander Y. Sun, Matthew Rodell, Ronald T. Green, 2012 .

Inferring aquifer storage parameters using satellite and in situ measurements: Estimation under uncertainty

Alexander Y. Sun, Matthew Rodell, Ronald T. Green, 2010 .

A new drought index that considers the joint effects of climate and land surface change

B. Scanlon, Lu Zhang, Kelin Wang, 2017 .

Hierarchical Fractional Advection-Dispersion Equation (FADE) to Quantify Anomalous Transport in River Corridor over a Broad Spectrum of Scales: Theory and Applications

Hongguang Sun, Yong Zhang, Xingyuan Chen, 2021, Mathematics.

Prediction of solute spreading during vertical infiltration in unsaturated, bounded heterogeneous porous media

Dongxiao Zhang, A. Sun, 2000 .

Travel time analysis of tracers and reactive solutes in the unsaterated zone

Y. Rubin, A. Sun, 1998 .

Cost-optimal design of pressure-based monitoring networks for carbon sequestration projects, with consideration of geological uncertainty

Alexander Y. Sun, Hoonyoung Jeong, Xiaodong Zhang, 2018 .

Discovering State‐Parameter Mappings in Subsurface Models Using Generative Adversarial Networks pdf

Alexander Y. Sun, A. Sun, 2018, Geophysical Research Letters.

What roles can water-stressed vegetation play in agricultural droughts?

Hongsong Chen, Kelin Wang, A. Sun, 2021, The Science of the total environment.

A Physical Agricultural Drought Index Based on Root Zone Water Availability: Model Development and Application

A. Sun, Meixian Liu, 2020, Geophysical Research Letters.

Corrosion model of CO 2 injection based on non-isothermal wellbore hydraulics

Akand W. Islam, Alexander Y. Sun, A. Sun, 2016 .

Stochastic analysis of transient saturated flow through heterogeneous fractured porous media: A double‐permeability approach

Alexander Y. Sun, Dongxiao Zhang, Dongxiao Zhang, 2000 .

Expert-based development of a standard in CO2 sequestration monitoring technology

Alexander Y. Sun, Diana Sava, Susan D. Hovorka, 2014 .

A Deep-Learning-Based Approach for Reservoir Production Forecast under Uncertainty

Zhi Zhong, Alexander Y. Sun, Bo Ren, 2021 .

Decreasing spatial variability of drought in southwest China during 1959–2013

Kelin Wang, Xianli Xu, A. Sun, 2017 .

New drought index indicates that land surface changes might have enhanced drying tendencies over the Loess Plateau

Xianli Xu, A. Sun, Meixian Liu, 2018, Ecological Indicators.

Shale gas wastewater management under uncertainty.

Xiaodong Zhang, Alexander Y Sun, Ian J Duncan, 2016, Journal of environmental management.

Metamodeling-based approach for risk assessment and cost estimation: Application to geological carbon sequestration planning

Alexander Y. Sun, Ana González-Nicolás, Thomas Clay Templeton, 2018, Comput. Geosci..

Building complex event processing capability for intelligent environmental monitoring

Qian Yang, Zhi Zhong, Alexander Y. Sun, 2019, Environ. Model. Softw..

Sequential updating of multimodal hydrogeologic parameter fields using localization and clustering techniques

Alexander Y. Sun, Sitakanta Mohanty, Alan P. Morris, 2009 .

Cloud computing for integrated stochastic groundwater uncertainty analysis

Yong Liu, Alexander Y. Sun, Keith Nelson, 2013, Int. J. Digit. Earth.

Combining GRACE and satellite altimetry data to detect change in sediment load to the Bohai Sea.

B. Scanlon, Zizhan Zhang, A. Sun, 2021, The Science of the total environment.

Reconstruction of GRACE Total Water Storage Through Automated Machine Learning

Himanshu Save, Alexander Y. Sun, Bridget R. Scanlon, 2020, Water Resources Research.