| 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 | 245 | 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 | 216 | 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 | 81 | 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 | 75 | 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 | 72 | 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 | 72 | 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 | 64 | 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 | 61 | 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 | 42 | 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 | 37 | 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 | 34 | 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 | 27 | 2019 |
| Well trajectory optimization constrained to structural uncertainties RG Hanea, P Casanova, FH Wilschut, RM Fonseca SPE Reservoir Simulation Conference?, D021S007R004, 2017 | 23 | 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 | 20 | 2016 |
| Description of OLYMPUS reservoir model for optimization challenge RM Fonseca, CR Geel, O Leeuwenburgh Integrated Systems Approach to Petroleum Production. Netherlands, 2017 | 19 | 2017 |
| 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 | 15 | 2019 |
| 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 | 15 | 2019 |
| 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 | 14 | 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 | 14 | 2014 |
| A modified gradient formulation for ensemble optimization under geological uncertainty RM Fonseca Delft University of Technology, Ph. D. thesis, 2015 | 11 | 2015 |