CF
Carlos Augusto Soares Ferreira
Seismology and seismic exploration; Petrophysics and rock mechanics; Groundwater hydrology; Computational methods in fluid flow, heat and mass transfer (incl. computational fluid dynamics); Geomechanics and resources geotechnical engineering; Petroleum and reservoir engineering; Machine learning; Deep learning; Adversarial machine learning; Neural networks; Applications in physical sciences; Numerical solution of differential and integral equations; Numerical and computational mathematics
Kgs. Lyngby, Denmark
Publications
- COUNTERINTUITIVE PHYSICAL BEHAVIORS IN COUPLED CONSOLIDATION PROBLEMS
- FINITE VOLUME STABILIZING SCHEMES FOR UNDRAINED CONDITION IN POROELASTICITY
- EXCEL® COMO FERRAMENTA DIDÁTICA DE APOIO NA ANÁLISE DE PROCESSOS DE EXTRAÇÃO CONTÍNUA SÓLIDO-LÍQUIDO EM CONTRACORRENTE
- Analysis of numerical schemes in collocated and staggered grids for problems of poroelasticity
- On the effects of body forces in one-dimensional consolidation of porous media
- Discrete fracture and matrix (DFM) modeling of chalk
- Non-Intrusive Reduced Order Modeling Applied to Fluid Flow in Fractured Porous Media using Neural Networks
- A midsurface extraction framework applied to core sample images for dimension reduction of fracture objects
- A framework for upscaling and modelling fluid flow for discrete fractures using conditional generative adversarial networks
- A Data-Driven Method for Permeability Estimation of Rough Fractures
- Predicting the CO2 propagation in geological formations from sparsely available well data
- Continuous conditional generative adversarial networks for data-driven modelling of geologic CO2 storage and plume evolution
- Predicting Geologic CO2 Storage and Plume Evolution from Sparsely Available Well Data Using Barlow Twins
- Computed-tomography-based discrete fracture-matrix modeling: An integrated framework for deriving fracture networks
- Discrete fracture and matrix (DFM) modelling of chalk
- Anatomy of fractures: Quantifying fracture geometry utilizing X-ray computed tomography in a chalk-marl reservoir; the Lower Cretaceous Valdemar field (Danish Central Graben)
- Anatomy of fractures: Quantifying fracture geometry utilizing X-ray computed tomography in a chalk-marl reservoir; the Lower Cretaceous Valdemar Field (Danish Central Graben)
- A Predictive DeepONet Model of CO2 Plume Propagation in Geological Formations Based on Sparse Well Data
- Predicting geological CO2 plume propagation from sparse well data using DeepONets
- CT-based discrete fracture-matrix (DFM) modeling of chalk
- On the tensorial nature of the hydraulic aperture of rough fractures
- A Deep Learning Model for CO2 Storage in a Depleted Gas Reservoir Using Sparse Well Data
- On the influence of matrix flow in the hydraulic permeability of rough-walled fractures
- Towards a Machine Learning Tool for CO2 Plume Tracking
- Assessing Caprock Integrity through Thermo-Hydro-Mechanical Modeling of CO2 in a Deformable Chalk Depleted Gas Reservoir
- Tracking CO2 Plume Propagation in a Depleted Gas Field using Sparse Well Data and Seabed Displacement