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Combining computational fluid dynamics, photon fate simulation and machine learning to optimize continuous-flow photocatalytic systems

Gabriela Xavier de Oliveira, Simon Kuhn, Humberto Gracher Riella, Cíntia Soares, Natan Padoin

2023Reaction Chemistry & Engineering17 citationsDOIOpen Access PDF

Abstract

Photoredox catalysis is a thriving field in chemistry. Microfluidics bring advantages for light-mediated reactions. CFD, ray-tracing, and machine learning hold promise in advancing microflow techniques.

Topics & Concepts

MicrofluidicsPhotocatalysisComputational fluid dynamicsThrivingTracingFlow chemistryComputer scienceFluid dynamicsPhotoredox catalysisField (mathematics)Continuous flowPhotonNanotechnologyBiochemical engineeringCatalysisChemistryMaterials scienceEngineeringMechanicsPhysicsAerospace engineeringOpticsPure mathematicsSocial scienceBiochemistrySociologyOperating systemMathematicsInnovative Microfluidic and Catalytic Techniques InnovationBiosensors and Analytical DetectionAdvanced Photocatalysis Techniques
Combining computational fluid dynamics, photon fate simulation and machine learning to optimize continuous-flow photocatalytic systems | Litcius