FROM RESEARCH TO THE PROJECT

<< The exclusivity of Wavefields applications>>

OIL&GAS EXPLORATION


FROM RESEARCH TO THE FIELD

 

 


MACHINE AND DEEP LEARNING APPLICATIONS IN SEISMIC AND PETROPHYSICAL ANALYSIS

 

These applications involve following disciplines:

 

Seismic Imaging
Seismic Inversion
Seismic Attributes Analysis
Petrophysical Processing
Petrophysical Analysis
Log Interpretation
Seismic/Petrophysical Integration


Algorithms have been developed for supervised and unsupervised applications:

 

Multivariate Regression
Complex non-linear Hypothesis optimization
Logistic Regression and Support Vector Machine
Clustering K-means, Data Compression, PCA
Anomaly Detection
Multivariate Gaussian Anomaly Detection
Content-based Recommender Systems, Collaborative Filtering
Learning with large datasets
Deep Learning / Neural Networks
Spatial Statistics
Markov Chain, Multipoint Histograms
Conventional estimation, Kriging
Multiple Realizations / Sequential Gaussian Simulation
Montecarlo Simulation, Simulated Annealing
Deterministic and stochastic property Upscaling
 

 


MULTIWAVE SEISMIC

 

With this method, available dataset largely overcomes the number of
unknowns making it possible to solve for important seismic and petrophysical
attributes and properties.

 

 

 

DEEP DIRECTIVITY SYSTEMS

 

New interpretation methods make a new technology possible for new geothermal
projects without presence of acquifers in the subsurface:
www.deepdirectivity.eu

 

 

 

SEISMO ELECTRONICS
Wavefields is promoter and agent for Seismo Electronics LLC.