ERD

Bias-aware thermoacoustic data assimilation

Project: PhyCo

Updated at: 01-11-2025

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Periodic Reporting for period 3 - PhyCo (Physics-constrained adaptive learning for multi-physics optimization)

Project: PhyCo

Updated at: 01-07-2025

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Data-driven optimisation of wind farm layout and wake steering with large-eddy simulations

Project: PhyCo

Updated at: 01-07-2025

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Data-driven computation of adjoint sensitivities without adjoint solvers: An application to thermoacoustics

Project: PhyCo

Updated at: 01-07-2025

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Project acronym PhyCo

Short- and long-term predictions of chaotic flows and extreme events: a physics-constrained reservoir computing approach

Project: PhyCo

Updated at: 27-04-2024

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Project acronym PhyCo

A machine learning approach to the prediction of heat-transfer coefficients in micro-channels

Project: PhyCo

Updated at: 27-04-2024

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Hard-constrained neural networks for modelling nonlinear acoustics

Project: PhyCo

Updated at: 27-04-2024

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Stability analysis of chaotic systems from data

Project: PhyCo

Updated at: 27-04-2024

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Project acronym PhyCo

Real-time thermoacoustic data assimilation

Project: PhyCo

Updated at: 27-04-2024

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Project acronym PhyCo

A physical model for indirect noise in non-isentropic nozzles: transfer functions and stability

Project: PhyCo

Updated at: 27-04-2024

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Data-driven prediction and control of extreme events in a chaotic flow

Project: PhyCo

Updated at: 27-04-2024

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Data-driven modeling for drop size distributions

Project: PhyCo

Updated at: 27-04-2024

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Project acronym PhyCo

Compositional noise in nozzles with dissipation

Project: PhyCo

Updated at: 27-04-2024

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Project acronym PhyCo

Convolutional autoencoder for the spatiotemporal latent representation of turbulence

Project: PhyCo

Updated at: 27-04-2024

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Project acronym PhyCo

Convolutional autoencoded echo state network forthe prediction of extreme events in turbulence

Project: PhyCo

Updated at: 27-04-2024

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Control-aware echo state networks (Ca-ESN) for the suppression of extreme events

Project: PhyCo

Updated at: 27-04-2024

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Short and straight: Geodesics on differentiable manifolds

Project: PhyCo

Updated at: 27-04-2024

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Project acronym PhyCo

Manifold-augmented Eikonal Equations: Geodesic Distances and Flows on Differentiable Manifolds

Project: PhyCo

Updated at: 27-04-2024

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Physics-Informed Long Short-Term Memory for Forecasting and Reconstruction of Chaos

Project: PhyCo

Updated at: 27-04-2024

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Project acronym PhyCo

Physics-aware learning of nonlinear limit cycles and adjoint limit cycles

Project: PhyCo

Updated at: 27-04-2024

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Project acronym PhyCo

Statistical prediction of extreme events from small datasets

Project: PhyCo

Updated at: 27-04-2024

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Project acronym PhyCo

Linear Flow Analysis Inspired by Mathematical Methods from Quantum Mechanics

Project: PhyCo

Updated at: 27-04-2024

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Project acronym PhyCo

A Hybrid Adjoint Network Model for Thermoacoustic Optimization

Project: PhyCo

Updated at: 27-04-2024

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Project acronym PhyCo

Gradient-free optimization of chaotic acoustics with reservoir computing

Project: PhyCo

Updated at: 27-04-2024

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Project acronym PhyCo

Sound Generation in Multicomponent Nozzle Flows With Dissipation

Project: PhyCo

Updated at: 27-04-2024

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Project acronym PhyCo

High sensitivity of indirect noise predictions in non-isentropic nozzles

Project: PhyCo

Updated at: 27-04-2024

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Project acronym PhyCo

Bayesian optimization of the layout of wind farms with a high-fidelity surrogate model

Project: PhyCo

Updated at: 27-04-2024

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Project acronym PhyCo

On interpretability and proper latent decomposition of autoencoders

Project: PhyCo

Updated at: 27-04-2024

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Project acronym PhyCo

Reconstruction, forecasting, and stability of chaotic dynamics from partial data

Project: PhyCo

Updated at: 27-04-2024

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Project acronym PhyCo

Inferring unknown unknowns: Regularized bias-aware ensemble Kalman filter

Project: PhyCo

Updated at: 27-04-2024

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