Faruk O. Alpak

1. Stabilized density gradient theory algorithm for modeling interfacial properties of pure and mixed systems
   2016/08/08 by Xiaoqun Mu, Mu, Xiaoqun, Florian Frank +5 · 1 citation
   Earth and Planetary Sciences · Engineering · Physics and Astronomy · #Chemical Physics (physics.chem-ph) #FOS: Physical sciences #Phase Equilibria and Thermodynamics #Soft Condensed Matter (cond-mat.soft) #Theoretical and Computational Physics #cond-mat.soft #nanoparticles nucleation surface interactions #physics.chem-ph
2. Estimating permeability of 3D micro-CT images by physics-informed CNNs based on DNS
   2021/09/04 by Stephan Gärttner, Faruk O. Alpak, Gärttner, Stephan +7 · 1 citation
   Computer Science · Engineering · #05C21 #68T07 #76D07 #76M10 #76S05 #Algorithm #Artificial intelligence #Computer science #Convolutional neural network #Enhanced Oil Recovery Techniques #FOS: Computer and information sciences #FOS: Mathematics #Generative Adversarial Networks and Image Synthesis #Geology #Geotechnical engineering #Lattice (music) #Lattice Boltzmann Simulation Studies #Lattice Boltzmann methods #Machine Learning (cs.LG) #Mechanics #Numerical Analysis (math.NA) #Permeability (electromagnetism) #Physics #Porosity #Porous medium #Robustness (evolution) #Workflow
3. Fourier Neural Operator based surrogates for CO₂ storage in realistic geologies
   2025/03/14 by Anirban Chandra, Marius Koch, Chandra, Anirban +21 · 2 citations
   Earth and Planetary Sciences · Engineering · Environmental Science · #Artificial Intelligence (cs.AI) #CO2 Sequestration and Geologic Interactions #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Geophysics (physics.geo-ph) #Hydrocarbon exploration and reservoir analysis #Seismic Imaging and Inversion Techniques