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Researchers
DW

Dennis Wayo

@dennis-wayo
OpenAlex
publications
45
citations
159
h-index
7
Publications per year
2
3
7
18
15
20222026

Publications45

  1. Evolutionary automated radial basis function neural network for multiphase flowing bottom-hole pressure prediction

    Article · Fuel

    252024

  2. DFT and hybrid classical–quantum machine learning integration for photocatalyst discovery and hydrogen production

    Article · Reviews in Chemical Engineering · Open access

    172025

  3. Factors affecting drilling incidents: Prediction of suck pipe by XGBoost model

    Article · Energy Reports · Open access

    162023

  4. Data-driven total organic carbon prediction using feature selection methods incorporated in an automated machine learning framework

    Article · Scientific Reports · Open access

    132025

  5. A CFD Validation Effect of YP/PV from Laboratory-Formulated SBMDIF for Productive Transport Load to the Surface

    Article · Symmetry · PDF

    132022

  6. Data-Driven Fracture Morphology Prognosis from High Pressured Modified Proppants Based on Stochastic-Adam-RMSprop Optimizers; tf.NNR Study

    Article · Big Data and Cognitive Computing · PDF

    122023

  7. Ensembles of Graph and Physics-Informed Machine Learning for Scientific Modeling in Materials Science: A Review

    Review · Archives of Computational Methods in Engineering

    112025

  8. Q‐DFTNet: A Chemistry‐Informed Neural Network Framework for Predicting Molecular Dipole Moments via DFT‐Driven QM9 Data

    Article · Journal of Computational Chemistry · Open access

    72025

  9. Global Genetic Algorithm for Automating and Optimizing Petroleum Well Deployment in Complex Reservoirs

    Article · Energies · Open access

    72024

  10. Atomistic Modeling of Rare Earth Ions in Photonic Materials

    Review · Luminescence

    62025

  11. CFD Validation for Assessing the Repercussions of Filter Cake Breakers; EDTA and SiO 2 on Filter Cake Return Permeability

    Article · Applied Artificial Intelligence · PDF

    62022

  12. Filter Cake Neural-Objective Data Modeling and Image Optimization

    Article · Symmetry · PDF

    52024

  13. Modelling and Simulating Eulerian Venturi Effect of SBM to Increase the Rate of Penetration with Roller Cone Drilling Bit

    Article · Energies · PDF

    52023

  14. Machine learning-enhanced fully coupled fluid–solid interaction models for proppant dynamics in hydraulic fractures

    Article · Scientific Reports · PDF

    42025

  15. Integrated pixel-wise remote sensing and explainable machine learning for natural hydrogen exploration in southeastern part of Pricaspian Basin, Western Kazakhstan

    Article · Scientific Reports · PDF

    32026

  16. Physics-Informed Neural Networks for Energy-Based Modeling of Non-Newtonian Fluid Flow and Fracture Propagation in Subsurface Formations

    Talk · Abu Dhabi International Petroleum Exhibition & Conference

    22025

  17. Molecular Dynamic Prognosis for Ti-C10H16N2O8 Filter Cake Decomposition

    Talk · SPE Annual Caspian Technical Conference and Exhibition

    22024

  18. Study on the Interaction of Interfacial Tension Between Water and Oil Surfaces In The Presence of Aluminium Coated With Polyvinylpyrrolidone (PVP) Nanoparticles

    Article · International Journal of Nanoelectronics and Materials · Open access

    22024

  19. Investigation of Oil and Water Surface Interactions in Nanoparticles Present in Crude Oil

    Article · Nano hybrids and composites · Open access

    12025

  20. Physics-Informed Neural Networks for Error-Corrected Finite Difference Energy Balance in 1D Hydraulic Fracture Propagation

    Preprint · Open access

    12025

  21. Physics-Informed Ensemble Machine Learning for Predicting Metal-Oxide Proppant Settling in Tortuous Hydraulic Fractures

    Preprint · Open access

    12025

  22. Physics‐Guided Neural Regression Modeling of Energy‐Balance Proxies for Hydraulic Fracture Propagation in 1D–3D

    Article · International Journal for Numerical and Analytical Methods in Geomechanics

    —2026

  23. Traversing Gaussian and non-Gaussian regimes in photonic quantum simulators: a review

    Article · EPJ Quantum Technology · PDF

    —2026

  24. Auditing Syndrome-to-Decoder Mappings for Repetition, Surface, CSS, and Digitized-GKP Interfaces

    Preprint · arXiv · PDF

    —2026