Robust Simulation
Robust simulation is an academic concept and methodological approach focused on developing computational models that maintain predictive accuracy and reliability despite uncertainties in model parameters, inputs, or environmental conditions. This field investigates techniques for uncertainty quantification, propagation, and management within simulations, characterized by resilience to variations, guaranteed performance bounds under uncertainty, and rigorous validation methodologies. Its significance lies in enabling trustworthy predictions for complex, safety-critical systems where precise knowledge of all parameters is unattainable.
117
Publications
5.7K
Citations
276
Authors
154
Institutions
Publications per year
2017–2026
19
Parents
117
Pierre L’Ecuyer · Communications of the ACM · 1990 · 283 citations · Full text
On Best Practice Optimization Methods in<i>R</i>
John C. Nash · Journal of Statistical Software · 2014 · 243 citations · Full text
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Leading researchers in Robust Simulation. Counts cover only their work on this concept, not their overall record.
| Publications | Citations | H-Index | |
|---|---|---|---|
JW LC Resources (United States) | 3 | 94 | 3 |
LR LC Resources (United States) | 3 | 94 | 3 |
DB LC Resources (United States) | 3 | 94 | 3 |
VP Universitat Politècnica de Catalunya | 2 | 40 | 2 |
JS Universitat Politècnica de Catalunya | 2 | 40 | 2 |
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Leading universities and research organizations in Robust Simulation. Counts cover only their work on this concept, not their overall record.
| Publications | Citations | H-Index | |
|---|---|---|---|
Berkeley, United States | 10 | 1.8K | 7 |
![]() Paris, France | 10 | 386 | 6 |
![]() Ithaca, United States | 4 | 221 | 3 |
Atlanta, United States | 4 | 107 | 3 |
Walnut Creek, United States | 9 | 282 | 3 |
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Leading journals and conferences in Robust Simulation. Counts cover only their publications on this concept, not their overall record.
| Publications | Citations | H-Index | |
|---|---|---|---|
5 | 443 | 5 | |
4 | 219 | 4 | |
4 | 147 | 4 | |
3 | 426 | 3 | |
3 | 77 | 3 |
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