Concepedia

Johann M. Lacerda

JM

2

Publications

38

Citations

2

H-Index

2018

Active since

Affiliations

Petrobras (Brazil)(Current)

Johann M. Lacerda is an author at Petrobras (Brazil) specializing in engineering, data assimilation, and uncertainty quantification.

Top concepts

EngineeringData AssimilationUncertainty QuantificationStatisticsForecastingData ScienceLocalizationEarth ScienceRobust ModelingInverse Problems

Publications per year

2018–2021

2

Publications

2

Methods to mitigate loss of variance due to sampling errors in ensemble data assimilation with non-local model parameters

Johann M. Lacerda, Alexandre A. Emerick, Adolfo P. Pires · Journal of Petroleum Science and Engineering · 2018 · 27 citations

Numerical Weather Prediction, Earth Science, Engineering +6

Using a machine learning proxy for localization in ensemble data assimilation

Johann M. Lacerda, Alexandre A. Emerick, Adolfo P. Pires · Computational Geosciences · 2021 · 11 citations

State Estimation, Engineering, Machine Learning +12

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