Rahul-Mark Fonseca
Rahul-Mark Fonseca
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A stochastic simplex approximate gradient (StoSAG) for optimization under uncertainty
RRM Fonseca, B Chen, JD Jansen, A Reynolds
International Journal for Numerical Methods in Engineering 109 (13), 1756-1776, 2017
The egg model–a geological ensemble for reservoir simulation
JD Jansen, RM Fonseca, S Kahrobaei, MM Siraj, GM Van Essen, ...
Geoscience Data Journal 1 (2), 192-195, 2014
Ensemble-based multiobjective optimization of on/off control devices under geological uncertainty
RMM Fonseca, O Leeuwenburgh, E Della Rossa, PM Van den Hof, ...
SPE Reservoir Evaluation & Engineering 18 (04), 554-563, 2015
Improving the ensemble-optimization method through covariance-matrix adaptation
RMM Fonseca, O Leeuwenburgh, PMJMJ Van den Hof, JDD Jansen
Spe Journal 20 (01), 155-168, 2015
Quantification of the impact of ensemble size on the quality of an ensemble gradient using principles of hypothesis testing
RMM Fonseca, SSS Kahrobaei, LJTJT van Gastel, O Leeuwenburgh, ...
SPE Reservoir Simulation Conference?, D031S011R003, 2015
Robust ensemble-based multi-objective optimization
RM Fonseca, AS Stordal, O Leeuwenburgh, PMJ Van den Hof, JD Jansen
ECMOR XIV-14th European conference on the mathematics of oil recovery 2014 …, 2014
Overview of the olympus field development optimization challenge
RM Fonseca, E Della Rossa, AA Emerick, RG Hanea, JD Jansen
ECMOR XVI-16th European Conference on the Mathematics of Oil Recovery 2018 …, 2018
Minimizing the risk in the robust life-cycle production optimization using stochastic simplex approximate gradient
B Chen, RM Fonseca, O Leeuwenburgh, AC Reynolds
Journal of Petroleum Science and Engineering 153, 331-344, 2017
Introduction to the special issue: overview of OLYMPUS optimization benchmark challenge
RM Fonseca, ED Rossa, AA Emerick, RG Hanea, JD Jansen
Computational Geosciences 24 (6), 1933-1941, 2020
Generation of a Pareto front for a bi-objective water flooding optimization problem using approximate ensemble gradients
RM Fonseca, AC Reynolds, JD Jansen
Journal of Petroleum Science and Engineering 147, 249-260, 2016
Ensemble-based hierarchical multi-objective production optimization of smart wells
RM Fonseca, O Leeuwenburgh, PMJ Van den Hof, JD Jansen
Computational Geosciences 18, 449-461, 2014
Drill and learn: a decision-making work flow to quantify value of learning
RG Hanea, P Casanova, L Hustoft, RB Bratvold, R Nair, C Hewson, ...
SPE Reservoir Evaluation & Engineering 22 (03), 1131-1143, 2019
Well trajectory optimization constrained to structural uncertainties
RG Hanea, P Casanova, FH Wilschut, RM Fonseca
SPE Reservoir Simulation Conference?, D021S007R004, 2017
Decision maturation using ensemble based robust optimization for field development planning
RG Hanea, RM Fonseca, C Pettan, MO Iwajomo, K Skjerve, L Hustoft, ...
ECMOR XV-15th European Conference on the Mathematics of Oil Recovery, cp-494 …, 2016
Description of OLYMPUS reservoir model for optimization challenge
RM Fonseca, CR Geel, O Leeuwenburgh
Integrated Systems Approach to Petroleum Production. Netherlands, 2017
An efficient robust optimization workflow using multiscale simulation and stochastic gradients
RJ de Moraes, RM Fonseca, MA Helici, AW Heemink, JD Jansen
Journal of Petroleum Science and Engineering 172, 247-258, 2019
The Egg Model—A Geological Ensemble for Reservoir Simulation. Geosci Data J 1 (2): 192–195
JD Jansen, RM Fonseca, S Kahrobaei, MM Siraj, GMV Essen, P den Hof
Regional scale geothermal field development optimization under geological uncertainties
S Kahrobaei, RM Fonseca, CJL Willems, F Wilschut, JD van Wees
Proceedings of the European Geothermal Congress, 2019
Robust multi-objective field development optimization for the mariner asset
RG Hanea, OP Bjorlykke, Y Hashmi, T Feng, RM Fonseca
SPE Reservoir Simulation Conference?, D021S013R005, 2019
A modified gradient formulation for ensemble optimization under geological uncertainty
RM Fonseca
Delft University of Technology, Ph. D. thesis, 2015
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Artículos 1–20