Research output per year
Research output per year
Personal profile
Research Overview
Professor Sun's recent research covers:
Finite element methods (in particular, adaptive discontinuous Galerkin methods for flow and reactive transport problems in porous media) and numerical analysis (a priori and a posteriori error estimation)
Computational transport phenomena and numerical oil reservoir simulations
Computational thermodynamics of reservoir fluids
Key Research Areas
Applied Mathematics and Computational Science, Extreme Computing, Earth Science and Engineering
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education
Computational and Applied Mathematics, Ph.D., University of Texas at Austin
2003
Award Date: Jan 1 2003
Computational and Applied Mathematics, M.S., University of Texas at Austin
2002
Award Date: Jan 1 2002
Chemical Engineering, Ph.D., Tianjin University
1997
Award Date: Jan 1 1997
Chemical Engineering, M.S., Tianjin University
1994
Award Date: Jan 1 1994
Industrial Chemistry, B.S., Tianjin University
1991
Award Date: Jan 1 1991
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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An energy stable incompressible SPH method with consistent solid boundary treatment
Zhu, X., Wang, X., Kou, J. & Sun, S., Jan 15 2024, In: Journal of Computational and Applied Mathematics. 436, 115367.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
An unconditionally energy-stable and orthonormality-preserving iterative scheme for the Kohn-Sham gradient flow based model
Wang, X., Chen, H., Kou, J. & Sun, S., Feb 1 2024, In: Journal of Computational Physics. 498, 112670.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
An unconditionally energy stable linear scheme for Poisson–Nernst–Planck equations
Qiao, T., Qiao, Z., Sun, S. & Zhou, S., Jun 2024, In: Journal of Computational and Applied Mathematics. 443, 115759.Research output: Contribution to journal › Article › peer-review
3 Scopus citations -
Deep learning–assisted phase equilibrium analysis for producing natural hydrogen
Zhang, T., Zhang, Y., Katterbauer, K., Al Shehri, A., Sun, S. & Hoteit, I., Jan 2 2024, In: International Journal of Hydrogen Energy. 50, p. 473-486 14 p.Research output: Contribution to journal › Article › peer-review
20 Scopus citations -
Enhancing the accuracy of physics-informed neural network surrogates in flash calculations using sparse grid guidance*
Wu, Y. & Sun, S., Mar 2024, In: Fluid Phase Equilibria. 578, 113984.Research output: Contribution to journal › Article › peer-review
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Review of deep learning algorithms in molecular simulations and perspective applications on petroleum engineering
Liu, J., Zhang, T. & Sun, S., Mar 2024, In: Geoscience Frontiers. 15, 2, 101735.Research output: Contribution to journal › Article › peer-review
Open Access7 Scopus citations -
Transport properties of oil-CO2 mixtures in calcite nanopores: Physics and machine learning models
Zhang, H., Wang, X., Kang, Q., Yan, B., Sun, S. & Qiao, R., Feb 15 2024, In: Fuel. 358, 130308.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
A Deep Learning Framework to Forecast Spatial-Temporal Dynamics of CO2 Mineralization in Reactive Rocks
Tariq, Z., Yan, B. & Sun, S., 2023, Society of Petroleum Engineers - ADIPEC, ADIP 2023. Society of Petroleum Engineers, (Society of Petroleum Engineers - ADIPEC, ADIP 2023).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Prizes
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Editor-in -Chief (with Professor Zhangxin John Chen), Modeling and Computation for Flow and Transport (MCFT), September 2010 – Present
Sun, S. (Recipient), 2010
Prize: Academic Service › Editorial Work
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J.T. Oden Research Faculty Fellowship recipient, 2008- 2009
Sun, S. (Recipient), 2009
Prize: Award or Honor › Fellowship
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Press/Media
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Findings from China University of Petroleum (East China) Has Provided New Data on Chemicals and Chemistry (Characterizing Competitive Adsorption and Diffusion of Methane and Carbon Dioxide In Kerogen Type-iii Slit Model)
08/21/24
1 item of Media coverage
Press/Media: Press / Media
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King Abdullah University of Science and Technology (KAUST) Reports Findings in Nanoflakes (Density functional theory study of doped coronene and circumcoronene as anode materials in lithium-ion batteries)
Sun, S. & Narayanan Nair, A. K.
07/17/24
1 item of Media coverage
Press/Media: Press / Media
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Study Results from King Abdullah University of Science and Technology (KAUST) in the Area of Machine Learning Reported (Physics-informed Machine Learning for Noniterative Optimization In Geothermal Energy Recovery)
Sun, S., Hoteit, H., Yan, B. & Gudala, M.
07/2/24
1 item of Media coverage
Press/Media: Press / Media
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Findings from King Abdullah University of Science and Technology (KAUST) in the Area of Chemical Physics Described (Interfacial Properties of the Brine Plus Carbon Dioxide Plus Oil Plus Silica System)
Sun, S. & Narayanan Nair, A. K.
04/24/24
1 item of Media coverage
Press/Media: Press / Media
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Research Conducted at King Abdullah University of Science and Technology (KAUST) Has Provided New Information about Fluids Physics (Molecular Mechanisms of Hydrogen Leakage Through Caprock In Moisture and Residual Gas Conditions: a Molecular ...)
04/17/24
1 item of Media coverage
Press/Media: Press / Media
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Researchers from King Abdullah University of Science and Technology (KAUST) Report Details of New Studies and Findings in the Area of Machine Learning (Physics-informed Machine Learning for Reservoir Management of Enhanced Geothermal Systems)
Sun, S., Finkbeiner, T., Yan, B., Gudala, M. & Tariq, Z.
04/9/24
1 item of Media coverage
Press/Media: Press / Media