PAPERS / PUBLICATIONS / REPORTS / ARTICLES
-Piasentin, A. : Dynamics of categorical latent space in convolutional neural networks and their applications in the seismic attributes analysis.
Selected paper from the “Peer Review Committee” of the “Society of Exploration Geophysicists (SEG)” for the “3rd joint SBGf / SEG Workshop on Machine Learning” Rio de Janeiro – Brazil, 08-09 November 2022.
-Piasentin, A. : Neural Convolutional Seismic Amplitude Attribute Conv4_4-A: enhancing structural resolution “.
Selected paper from the “Peer Review Committee” of the “European Association of Geoscientists & Engineers”
(Second EAGE Workshop on Machine Learning – Amsterdam 2021).
– Piasentin, A. : Neural convolutional seismic attributes with independent channels, “Artificial Intelligence Report”. Neural-Geophysics Lab Augsburg 2020
Piasentin, A.: Basic Wireline Logs Principles and Interpretations,
“Schlumberger SFE Review” (1991) (145 p.)
Piasentin, A.: “The new Strategy for Geothermy”
Geothermische Energie (2005) No 46, 26
World Geothermal Congress 2005, Antalya, Turkey
Godail L., Neff P. and Piasentin A.: “Fortgeschrittene Methoden
für die 3D Karbonaten Reservoir Charakterisierung”
Jahrestagung der Geothermische Vereinigung e.V. (GtV) 2005-Proceedings
Ballay R. E., Mathurin G., Piasentin A.
“Petrophysical characterization of carbonate formations for geothermal
reservoir analysis”
European Geothermal Congress 2007, Proceedings .
Unterhaching – Munich, Germany
Piasentin A. “From Fourier Transform to Hilbert Transform.
A review of propedeutical mathematical applications for the seismic courses”
GeoNeurale Review (84 p.)
Piasentin A. “ Matrices, Tensors and the Anisotropy Theory .
A review of propedeutical mathematical applications for the seismic courses”
GeoNeurale Review (28 p.)
Piasentin A. “Vector form of Multivariate Quadratic Approximations: Application of Gradient, Hessian
Matrix to FWI minimization problems” GeoNeurale Review .
Piasentin A. “ The Seismic Dimension of the Archie ´s Equation” .
Scientific presentation at the FKPE “Forschungskollegium Physik des Erdkörpers” Conference – Oct. 2013
Piasentin A. « Petrophysical-Seismic Integration: a Deterministic and Stochastic approach
for the calculation of Petrophysical Properties and Anomalies and their distribution on the
3D Seismic Volume. « (Presentiert am : SEG Peer Review Committee)
Piasentin A. « Vertical Transverse Isotropy and AVO Rs Reflectivity » GeoNeurale Review
Piasentin A. « 3D Multicomponent Seismic: Joint Inversion in the Seismic-Petrophysical Integration context. GeoNeurale Review
Piasentin A. « A New Multiscale Model for the Reservoir Characterization of Carbonate Formations »
Conference « Bundesverband Geothermie 2015 in Essen »
Piasentin A. « Microsystemjs and Macrosystems Attributes Integration in the Petrophysical and Seismic Domain »
“Forschungskollegium Physik des Erdkörpers” « Sedimentary Basin Conference Jena 2015 »
Piasentin A. « The Triple Porosity Model as a Microsystem Constraint to the Joint Petrophysical and Seismic Reservoir Characterization of Carbonate Formations » accepted Paper at : «The European Geothermal Conference – Strasbourg 2016»
Piasentin A. « Integrating Geomacrosystems and Geomicrosystems for Reservoir Characterization. » Geophysical Conference, Rovereto – Trento 2016
Articles in cooperation with GeoNeurale
Subsurface-Offset Common Image Gathers and RTM: focusing into the Geomicrosystems Domain
Tomographic inversion in the PreSDM and petrophysical constraints
Residual Statics and Stack Power Maximization : improvements with Frequency Analysis and Petrophysical Interpretation
“Weak Polar Anisotropy” issues: the Volume of Investigation
Discussion on 3D3C Seismic Multicomponent
Integration of Petrophysical Analysis with Neural Networks the training and estimation phase.
Defining Electrofacies: Supervised and Non-Supervised approaches
Neural Network Perceptron Elemental Model for Petrophysical Applications
NN Architectures and Multilayer Perceptrons