2024 DGYM Peer-Reviewed Journals (Updating)

28 February, 2024

  1. Congratulations to Prof. Yan from DGYM for leading the publication, Physics-informed machine learning for reservoir management of enhanced geothermal systems, published on Geoenergy (2024/1). This work is a collaboration with Professors Thomas Finkbeiner and Shuyu Sun. https://doi.org/10.1016/j.geoen.2024.212663
  2. Congratulations to Prof. Yan from DGYM for collaborating on the publication, Artificial intelligence-based prediction of hydrogen adsorption in various kerogen types: Implications for underground hydrogen storage and cleaner production, published on Interational Journal of Hydrogen Energy (2024/1). This work is a collaboration with Professors Hung Vo Thanh from Van Lang University and Prof. Zhenxue Dai from Jilin University. https://doi.org/10.1016/j.ijhydene.2024.01.115 
  3. Congratulations to Prof. Yan from DGYM for collaborating on the publication, Transport properties of oil-CO2 mixtures in calcite nanopores: Physics and machine learning models, published on Fuel (2024/2). This work is a collaboration with Professors Shuyu Sun from KAUST and Prof. Rui Qiao from Virginia Tech in US. https://doi.org/10.1016/j.fuel.2023.130308  
  4. Congratulations to Dr. Manojkumar Gudala, Dr. Zeeshan Tariq and Prof. Yan  from DGYM for their recent publication, Fractured Geothermal Reservoir Using CO2 as Geofluid: Numerical Analysis and Machine Learning Modeling, published on ACS Omega (2024/2). This work is a collaboration with Prof. Suresh Kumar Govindrajan (IIT Madras) and Prof. Shuyu Sun (CTPL - KAUST).  https://doi.org/10.1021/acsomega.3c07215 
  5. Congratulations to Dr. Zeeshan Tariq and Prof. Yan from DGYM for their recent publication, An Experimental Study and Machine Learning Modeling of Shale Swelling in Extended Reach Wells When Exposed to Diverse Water-Based Drilling Fluid, published on ACS Publications (2024/2). This work is a collaboration with Mr Mobeen Murtaza (KFUPM), Mr Salman Abdulrahman Alrasheed (KFUPM), Dr Muhammad Shahzad Kamal (KFUPM) and Prof. Mohamed Mahmoud (KFUPM).  https://pubs.acs.org/doi/full/10.1021/acs.energyfuels.3c05129
  6. Congratulations to Prof. Yan from DGYM for collaborating on the publication, Interfacial Properties of the Nitrogen + Water System in the Presence of Hydrophilic Silica, published on ACS Publications (2024/3). This work is a collaboration with Xinyu Yao, Arun Kumar Narayanan Nair, Mohd Fuad Anwari Che Ruslan, Yafan Yang, Denvid Lau and Prof. Shuyu Sun (CTPL - KAUST).  https://pubs.acs.org/doi/full/10.1021/acs.iecr.3c04541
  7. Congratulations to Dr. Zeeshan Tariq and Prof. Yan from DGYM for collaborating on the publication, An encoder-decoder ConvLSTM surrogate model for simulating geological CO2 sequestration with dynamic well controls, published on Science Direct (2024/5). This work is a collaboration with Zhao Feng, Xianda Shen, Xuhai Tang and Fengshou Zhang.  https://www.sciencedirect.com/science/article/pii/S2949908924001109
  8. Congratulations to Prof. Yan and Dr. Manojkumar Gudala from DGYM for their recent publication, Physics-informed machine learning for noniterative optimization in geothermal energy recovery, published on Science Direct (2024/7). This work is a collaboration with Prof. Hussein Hoteit (KAUST), Prof. Shuyu Sun (CTPL - KAUST), Wendong Wang and Liangliang Jiang.
  9. Congratulations to Dr. Zeeshan Tariq and Prof. Yan from DGYM for collaborating on the publication, Prediction of Foam Rheology Models Parameters Utilizing Machine Learning Tools, published on ACS Omega (2024/4). This work is a collaboration with Jawad Al-Darweesh, Murtada Saleh Aljawad, Shabeeb Alajmei, and Muhammad Shahzad Kamal. https://pubs.acs.org/doi/full/10.1021/acsomega.4c00965
  10. Congratulations to Prof. Yan from DGYM for collaborating on the publication, Implementation of contact line motion based on the phase-field lattice Boltzmann method, published on Physical Review E (2024/4). This work is a collaboration with Long Ju, Zhaoli Guo and Shuyu Sun.