Publications

62 results for Bianca Zadrozny

Controlling Weather Field Synthesis Using Variational Autoencoders
- - Dario Augusto Borges Oliveira
  - Jorge Luis Guevara Diaz
  - et al.
- 2021
- ICML 2021
A comparative study of stochastic and deep generative models for multisite precipitation synthesis
- - Bianca Zadrozny
  - Dario Augusto Borges Oliveira
  - et al.
- 2021
- ICML 2021
Decadal Forecasts with ResDMD: a Residual DMD Neural Network
- - Eduardo Rodrigues
  - Bianca Zadrozny
  - et al.
- 2021
- ICML 2021
Extreme Precipitation Seasonal Forecast Using a Transformer Neural Network
- - Daniel Salles Civitarese
  - Daniela Szwarcman
  - et al.
- 2021
- ICML 2021
Geostatistical Learning: Challenges and Opportunities
- - Júlio Hoffimann
  - Maciel Zortea
  - et al.
- 2021
- Frontiers in Applied Mathematics and Statistics
Probabilistic knowledge-based characterization of conceptual geological models
- - Júlio Hoffimann
  - Sandro Rama Fiorini
  - et al.
- 2021
- Applied Computing and Geosciences
A lazy feature selection method for multi-label classification
- - Rafael B. Pereira
  - Alexandre Plastino
  - et al.
- 2021
- Intelligent Data Analysis
Efficient variography with partition variograms
- - Júlio Hoffimann
  - Bianca Zadrozny
- 2019
- Computers and Geosciences
A machine-learning methodology using domain-knowledge constraints for well-data integration and well-production prediction
- - Jorge Guevara
  - Bianca Zadrozny
  - et al.
- 2019
- SPE Reserv. Eval. Eng.
Ore content estimation based on spatial geological data through 3D convolutional neural networks
- - B. W.Carvalho Wsr
  - Daniel Civitarese
  - et al.
- 2019
- EAGE Workshop 2019