Physical review. E · 2021 · 10 citations · 62 references
Natural SciencesPhysicsDynamical SystemsFluid DynamicsMachine LearningChaos TheoryTurbulenceTurbulent FlowTurbulent MixingFlame-flow CouplingFlame-turbulence InteractionNear FieldRecurrence AnalysisRecurrence PlotsReservoir ComputingSynchronizationTurbulence-flame Interaction
We study the effect of gravity on the synchronization of two coupled buoyancy-induced turbulent flames by recurrence-based analysis and machine learning. A significant change from nearly complete synchronization in the near field to partial synchronization appears in the far field under low gravity. The synchronized state is gradually lost with increasing gravity level. These results are clearly identified from cross recurrence plots and symbolic recurrence plots and by reservoir computing.
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Solutions of Ill-Posed Problems.
John B. Bell, V. Y. Arsenin · Mathematics of Computation · 1978 · 8.2K citations
Recurrence plots for the analysis of complex systems
Norbert Marwan, M. Carmen Romano, Marko Thiel et al. · Physics Reports · 2007 · 3.8K citations · Full text