Yania Molina Souto

Position Held:
PhD

University graduate / Profession:
PhD

Intitution:
LNCC

Personal Links:
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Yania Molina Souto graduated in Informatics from University of Informatics Sciences (UCI) in Havana, Cuba (2007). She obtained the masters degree in Bioinformatic by InsTEC in Havana, Cuba (2010), and the Ph.D. degree in Computational Modeling at the National Laboratory of Scientific Computing (LNCC) of Rio de Janeiro, Brazil (2018). She has experience in computer science, with emphasis on Data Science, Artificial Intelligence, mainly in the following areas: Data Base, Data Analysis, Data Mining, Machine Learning, Deep Learning and Uncertainty Quantification.

Interest Areas

  • Deep Learning
  • Machine Learning
  • Uncertainty Quantification

Publications

SUQ2 : Uncertainty Quantification Queries over Large Spatio-temporal Simulations
STConvS2S: Spational Convutional Sequence to Sequence Network for Weather Forecasting
A conceptual vision toward the management of Machine Learning models
DJEnsemble: a Cost-Based Selection and Allocation of a Disjoint Ensemble of Spatio-temporal Models

Projects

Model Management Project

GYPSCIE

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Yania Molina Souto

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