Technical Program




Day 1 - Tuesday, 8 November


7:30 am

On site registration

Session : Applications to Seismic Interpretation

Start Presentation Title Presenter Authors
8:30 am Direct Hydrocarbon Indicators Mapping via Joint Cluster Analysis Matheus Radamés Silva Barbosa (INCT-GP/UFBA, GAIA/UFBA) Matheus Radamés Silva Barbosa (INCT-GP/ UFBA, GAIA/UFBA), Alexsandro Guerra Cerqueira (INCT-GP/UFBA, GAIA/UFBA)
8:55 am Unveiling the Complex Halokinetic History of Camamu Basin Ana Krueger (Bluware-Inc) Ana Krueger (Bluware-Inc), Sean Romito (ConocoPhillips),Paul Mann (University of Houston)
9:20 am Deep learning seismic interpretation: a case study on Brazilian Pre Salt Erick Costa e Silva Talarico (Petrobras) Erick Costa e Silva Talarico (Petrobras), Matheus Cafaro Arouca Sobreira (Petrobras),Elionardo Moraes Pintas (Petrobras),Vanessa Madrucci (Petrobras),Guilherme Castro Martins Costa (Petrobras),Wilson Leão Neto (Petrobras)
9:45 am

Coffee Break

10:15 am

Keynote
Tittle: To be confirmed
Pablo Machado Barros (Petrobras)

Session: Applications to Reservoir Characterization and Seismci Interpretation

Start Presentation Title Presenter Authors
10:50 am Permeability assessment of a post-salt carbonate reservoir in the Campos Basin through deterministic and stochastic inversions Abel Carrasquilla (UENF) Abel Carrasquilla (Universidade Estadual do Norte Fluminense Darcy Ribeiro), Rafael Guerra (Universidade Estadual do Norte Fluminense Darcy Ribeiro)
11:15 am Deep Physics-Driven Stochastic AVA Inversion Paula Yamada Burkle (Petrobras) Paula Yamada Burkle (Petrobras), Leonardo Azevedo (CERENA/Instituto Superior Técnico, Universidade de Lisboa), Marley Vellasco (Pontifícia Universidade Católica do Rio de Janeiro)
11:40 am Application of K-means Algorithm to Werner Deconvolution Solutions for Depth and Image Estimations Daniel Eshimiakhe (Ahmadu Bello University) Daniel Eshimiakhe (Ahmadu Bello University), Kolawole Lawal (Ahmadu Bello University)
12:05 pm

Lunch

2 pm

Introduction to Deep Learning
Pedro Mário Cruz e Silva (NVIDIA)

6 pm

Icebreaker Reception




Day 2 - Wednesday, 9 November


Session: Applications to Seismic Processing and Interpretation

Start Presentation Title Presenter Authors
8 am Using Waveform Clustering to Map a Turbidite System in the Ceará basin, Brazil Matheus Radamés Silva Barbosa (INCT-GP/UFBA, GAIA/UFBA, PPGEOF/ UFBA) Alexsandro Guerra Cerqueira (INCT-GP/UFBA, GAIA/UFBA, PPGEOF/UFBA), Vinícius Carneiro Santana (GAIA/UFBA, PPGEOF/UFBA),Matheus Radamés Silva Barbosa (INCT-GP/UFBA, GAIA/ UFBA, PPGEOF/UFBA)
8:25 am Deep-Salt: Complete identification of complex salt geometries from inaccurate migrated subsurface offset gathers Ana Paula Oliveira Muller (Petrobras/CBPf) Ana Paula Oliveira Muller (Petrobras/Cbpf), Jessé Carvalho Costa (UFPA/INCT_GP),Clécio Roque Bom (Cbpf/CEFET),Elisangela Lopes Faria (Cbpf),Matheus Klatt (Cbpf),Marcelo Portes de Albuquerque (Cbpf),Márcio Portes de Albuquerque (Cbpf)
8:50 am An end to end workflow which yields superior results for deep learning fault classification Carolan Laudon (Geophysical Insights) Jie (Geophysical Insights), Carolan Laudon (Geophysical Insights)
9:15 am Applying unsupervised multi-attribute machine learning for 3D stratigraphic facies classification in a carbonate field, offshore Brazil Gustavo Luan Cardoso (Petrobras) Gustavo Luan Cardoso (Petrobras), Alexandre Kolisnyk (Petrobras), Edgar Davanço Bronizeski (Petrobras), Elita Selmara de Abreu (Petrobras), Carolan Laudon (Geophysical Insights)
9:40 am

Coffee Break

10:10 am

Keynote
Artificial Intelligence and Applications to Geophysics and Digital Rock
Alexandre Evsukoff (COPPE/UFRJ)

Session: Applications to Reservoir Characterization, Case Studies and ML Theory

Start Presentation Title Presenter Authors
10:45 am Prediction of permeability-porosity curves of heterogeneous carbonate reservoir from well logs using machine learning algorithms Abel Carrasquilla (UENF) Mohammad Saad Allahham (Laboratório de Engenharia e Exploração de Petróleo, Universidade Estadual do Norte Fluminense), A. Abel G. Carrasquilla (Laboratório de Engenharia e Exploração de Petróleo, Universidade Estadual do Norte Fluminense Darcy Ribeiro)
11:10 am Abrindo a boca do Jacare com Earth Intelligence® Luc. D. SANDJIVY (Earth Resource Management Services) Luc. D. SANDJIVY (Earth Resource Management Services)
11:35 am Dynamics of categorical latent space in convolutional neural networks and their applications in the seismic attributes analysis Angelo Piasentin (GeoNeurale) Angelo Piasentin (GeoNeurale)
12 pm

Lunch Break

2 pm

Introduction to Machine Learning with NVIDIA RAPIDS
João Paulo Peçanha Navarro (NVIDIA)

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