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Nick Pepper

The Alan Turing Institute

British Library, 96 Euston Road

96 Euston Road

London, NW12DB

United Kingdom

SCHOLARLY PAPERS

4

DOWNLOADS

187

TOTAL CITATIONS

2

Scholarly Papers (4)

1.

A Probabilistic Method for Sector-Specific 4d Aircraft Trajectory Prediction

Number of pages: 43 Posted: 11 Oct 2024
The Alan Turing Institute, University of Exeter, University of Exeter, The Alan Turing Institute, University of Exeter, Independent and University of Exeter
Downloads 84 (777,583)

Abstract:

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Trajectory Prediction, Air Traffic Management, Probabilistic Machine Learning, Bayesian Neural Networks

2.

Probabilistic Machine Learning to Improve Generalisation of Data-Driven Turbulence Modelling

Number of pages: 32 Posted: 10 Feb 2023
Joel Ho, Nick Pepper and Tim Dodwell
Independent, The Alan Turing Institute and University of Exeter
Downloads 44 (1,133,231)
Citation 1

Abstract:

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Computational Fluid Dynamics, Probabilistic Machine Learning, Field Inversion, Turbulence Modelling, Gaussian Process Emulators, Deep Ensembles

3.

Sear Pc: Sensitivity Enhanced Arbitrary Polynomial Chaos

Number of pages: 34 Posted: 23 Jun 2023
The Alan Turing Institute, Imperial College London and Imperial College London
Downloads 43 (1,145,425)

Abstract:

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Uncertainty quantification, Polynomial Chaos, Arbitrary Polynomial Chaos, Sensitivity Analysis, Sensitivity-enhanced Polynomial Chaos, Topology Optimisation

4.

Probabilistic Simulation of Aircraft Descent Via a Hybrid Physics-Data Approach

Number of pages: 42 Posted: 23 Apr 2025
Amy Hodgkin, Nick Pepper and Marc Thomas
The Alan Turing Institute, The Alan Turing Institute and Independent
Downloads 16 (1,500,778)
Citation 1

Abstract:

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Air Traffic Management, Trajectory prediction, Probabilistic Machine Learning, Normalizing Flows