ERD

Ensembling geophysical models with Bayesian Neural Networks

Project: MAGISTER

Updated at: 28-04-2024

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Project acronym MAGISTER

Stabilization mechanisms of CH4 premixed swirled flame enriched with a non-premixed hydrogen injection

Project: MAGISTER

Updated at: 28-04-2024

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Project acronym MAGISTER

Comparison of Machine Learning Algorithms in the Interpolation and Extrapolation of Flame Describing Functions

Project: MAGISTER

Updated at: 28-04-2024

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Project acronym MAGISTER

MAGISTER web site operational

Project: MAGISTER

Updated at: 28-04-2024

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Project acronym MAGISTER

Fusing model ensembles and observations together with Bayesian neural networks

Project: MAGISTER

Updated at: 28-04-2024

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Project acronym MAGISTER

Forecasting Thermoacoustic Instabilities in Liquid Propellant Rocket Engines Using Multimodal Bayesian Deep Learning

Project: MAGISTER

Updated at: 28-04-2024

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Project acronym MAGISTER

Modeling of the nonlinear flame response of a Bunsen-type flame via multi-layer perceptron

Project: MAGISTER

Updated at: 28-04-2024

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Project acronym MAGISTER

Numerical study of multicomponent spray flame propagation

Project: MAGISTER

Updated at: 28-04-2024

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Project acronym MAGISTER

Influence of an Oscillating Airflow on the PrefilmingAirblast Atomization Process

Project: MAGISTER

Updated at: 28-04-2024

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Project acronym MAGISTER

Online Detection of Combustion Instabilities Using Supervised Machine Learning

Project: MAGISTER

Updated at: 28-04-2024

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Project acronym MAGISTER

Workshop B

Project: MAGISTER

Updated at: 28-04-2024

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Project acronym MAGISTER

A model to study spontaneous oscillations in a lean premixed combustor using non-linear analysis

Project: MAGISTER

Updated at: 28-04-2024

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Project acronym MAGISTER

Improved color-gradient method for lattice Boltzmann modeling of two-phase flows

Project: MAGISTER

Updated at: 28-04-2024

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Project acronym MAGISTER

Modeling of Pulsating Inverted Conical Flames: a Numerical Instability Analysis

Project: MAGISTER

Updated at: 28-04-2024

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Project acronym MAGISTER

Bayesian Machine Learning for the Prognosis of Combustion Instabilities From Noise

Project: MAGISTER

Updated at: 28-04-2024

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Project acronym MAGISTER

Periodic Reporting for period 2 - MAGISTER (Machine learning for Advanced Gas turbine Injection SysTems to Enhance combu...

Project: MAGISTER

Updated at: 28-04-2024

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Project acronym MAGISTER

Development of the Discontinuous Galerkin discretization in SU2: application demo LES of spray flames.

Project: MAGISTER

Updated at: 28-04-2024

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Project acronym MAGISTER

Summer school: Thermo-acoustics and combustion dynamics in aero gas turbine engines

Project: MAGISTER

Updated at: 28-04-2024

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Project acronym MAGISTER

Droplet measurements data in an atmospheric test rig.

Project: MAGISTER

Updated at: 28-04-2024

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Project acronym MAGISTER

Demo of of combustion instability surrogate model.

Project: MAGISTER

Updated at: 28-04-2024

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Project acronym MAGISTER

Modelling of acoustically absorbing liners.

Project: MAGISTER

Updated at: 28-04-2024

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Project acronym MAGISTER

Uncertainty handling in engine operation.

Project: MAGISTER

Updated at: 28-04-2024

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Project acronym MAGISTER

Thermoacoustic stabilization of combustors with gradient-augmented Bayesian optimization and adjoint models

Project: MAGISTER

Updated at: 28-04-2024

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Project acronym MAGISTER

Confidence in Flame Impulse Response Estimation by LES with Uncertain Thermal Boundary Condition

Project: MAGISTER

Updated at: 28-04-2024

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Project acronym MAGISTER

Avoiding High-frequency Thermoacoustic Instabilities in Liquid Propellant Rocket Engines Using Bayesian Deep Learning

Project: MAGISTER

Updated at: 28-04-2024

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Project acronym MAGISTER

Static mesh adaptation for reliable large eddy simulation of turbulent reacting flows

Project: MAGISTER

Updated at: 28-04-2024

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Project acronym MAGISTER

Numerical design of Luenberger observers for nonlinear systems

Project: MAGISTER

Updated at: 28-04-2024

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Project acronym MAGISTER

Simulation data of the effect of pressure variation on spray combustion.

Project: MAGISTER

Updated at: 28-04-2024

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Project acronym MAGISTER

Compressible LES applied to combustion liners and dilution holes.

Project: MAGISTER

Updated at: 28-04-2024

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Project acronym MAGISTER

Data Management Plan (DMP)

Project: MAGISTER

Updated at: 28-04-2024

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Project acronym MAGISTER

Resources

Selected filters:

Ensembling geophysical models with Bayesian Neural Networks

Stabilization mechanisms of CH4 premixed swirled flame enriched with a non-premixed hydrogen injection

Comparison of Machine Learning Algorithms in the Interpolation and Extrapolation of Flame Describing Functions

MAGISTER web site operational

Fusing model ensembles and observations together with Bayesian neural networks

Forecasting Thermoacoustic Instabilities in Liquid Propellant Rocket Engines Using Multimodal Bayesian Deep Learning

Modeling of the nonlinear flame response of a Bunsen-type flame via multi-layer perceptron

Numerical study of multicomponent spray flame propagation

Influence of an Oscillating Airflow on the PrefilmingAirblast Atomization Process

Online Detection of Combustion Instabilities Using Supervised Machine Learning

Workshop B

A model to study spontaneous oscillations in a lean premixed combustor using non-linear analysis

Improved color-gradient method for lattice Boltzmann modeling of two-phase flows

Modeling of Pulsating Inverted Conical Flames: a Numerical Instability Analysis

Bayesian Machine Learning for the Prognosis of Combustion Instabilities From Noise

Periodic Reporting for period 2 - MAGISTER (Machine learning for Advanced Gas turbine Injection SysTems to Enhance combu...

Development of the Discontinuous Galerkin discretization in SU2: application demo LES of spray flames.

Summer school: Thermo-acoustics and combustion dynamics in aero gas turbine engines

Droplet measurements data in an atmospheric test rig.

Demo of of combustion instability surrogate model.

Modelling of acoustically absorbing liners.

Uncertainty handling in engine operation.

Thermoacoustic stabilization of combustors with gradient-augmented Bayesian optimization and adjoint models

Confidence in Flame Impulse Response Estimation by LES with Uncertain Thermal Boundary Condition

Avoiding High-frequency Thermoacoustic Instabilities in Liquid Propellant Rocket Engines Using Bayesian Deep Learning

Static mesh adaptation for reliable large eddy simulation of turbulent reacting flows

Numerical design of Luenberger observers for nonlinear systems

Simulation data of the effect of pressure variation on spray combustion.

Compressible LES applied to combustion liners and dilution holes.

Data Management Plan (DMP)