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Rodolfo S. M. Freitas

2 papers here

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • physics.comp-ph1
  • stat.ML1
same name
  • Rodolfo S. M. Freitas — 1 paper

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

most citedPrediction of liquid fuel properties using machine learning models with Gaussian processes and probabilistic conditional generative learning

1 citations · 1 across the 2 of their papers we have counts for

collaborators

2 papers

stat.ML2021★ 1 cited

Prediction of liquid fuel properties using machine learning models with Gaussian processes and probabilistic conditional generative learning

Rodolfo S. M. Freitas, Ágatha P. F. Lima, Cheng Chen +3

Accurate determination of fuel properties of complex mixtures over a wide range of pressure and temperature conditions is essential to utilizing alternative fuels. The present work…

physics.comp-ph2020

An encoder-decoder deep surrogate for reverse time migration in seismic imaging under uncertainty

Rodolfo S. M. Freitas, Carlos H. S. Barbosa, Gabriel M. Guerra +2

Seismic imaging faces challenges due to the presence of several uncertainty sources. Uncertainties exist in data measurements, source positioning, and subsurface geophysical proper…

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