Matthew D. Piggott

Orcid: 0000-0002-7526-6853

According to our database1, Matthew D. Piggott authored at least 32 papers between 2006 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Links

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Bibliography

2023
Learning to Optimise Wind Farms with Graph Transformers.
CoRR, 2023

Accelerated wind farm yaw and layout optimisation with multi-fidelity deep transfer learning wake models.
CoRR, 2023

An unsupervised learning approach for predicting wind farm power and downstream wakes using weather patterns.
CoRR, 2023

2022
Investigating microscale patchiness of motile microbes under turbulence in a simulated convective mixed layer.
PLoS Comput. Biol., 2022

Calibration, inversion and sensitivity analysis for hydro-morphodynamic models through the application of adjoint methods.
Comput. Geosci., 2022

End-to-end Wind Turbine Wake Modelling with Deep Graph Representation Learning.
CoRR, 2022

E2N: Error Estimation Networks for Goal-Oriented Mesh Adaptation.
CoRR, 2022

Bayesian neural networks for the probabilistic forecasting of wind direction and speed using ocean data.
CoRR, 2022

Parallel Metric-Based Mesh Adaptation in PETSc using ParMmg.
CoRR, 2022

Goal-Oriented Error Estimation and Mesh Adaptation for Tracer Transport Modelling.
Comput. Aided Des., 2022

M2N: Mesh Movement Networks for PDE Solvers.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Learning to Estimate and Refine Fluid Motion with Physical Dynamics.
Proceedings of the International Conference on Machine Learning, 2022

2021
Hydro-morphodynamics 2D modelling using a discontinuous Galerkin discretisation.
Comput. Geosci., 2021

2020
Unsupervised Learning of Particle Image Velocimetry.
Proceedings of the High Performance Computing, 2020

2018
Modelling local scour near structures with combined mesh movement and mesh optimisation.
J. Comput. Phys., 2018

2016
Adaptive Haar wavelets for the angular discretisation of spectral wave models.
J. Comput. Phys., 2016

On the validity of tidal turbine array configurations obtained from steady-state adjoint optimisation.
CoRR, 2016

Anisotropic mesh adaptation in Firedrake with PETSc DMPlex.
CoRR, 2016

2015
A correction to the enhanced bottom drag parameterisation of tidal turbines.
CoRR, 2015

Design optimisation and resource assessment for tidal-stream renewable energy farms using a new continuous turbine approach.
CoRR, 2015

Shoreline and Bathymetry Approximation in Mesh Generation for Tidal Renewable Simulations.
CoRR, 2015

Integrating Research Data Management into Geographical Information Systems.
Proceedings of the 5th International Workshop on Semantic Digital Archives co-located with 19th International Conference on Theory and Practice of Digital Libraries (TPDL 2015), 2015

2014
PyRDM: A Python-based library for automating the management and online publication of scientific software and data.
CoRR, 2014

Hybrid global-local optimisation algorithms for the layout design of tidal turbine arrays.
CoRR, 2014

2013
Tidal turbine array optimisation using the adjoint approach
CoRR, 2013

2012
Hybrid OpenMP/MPI Anisotropic Mesh Smoothing.
Proceedings of the International Conference on Computational Science, 2012

Parallel anisotropic mesh adaptivity with dynamic load balancing for cardiac electrophysiology.
J. Comput. Sci., 2012

2010
Anisotropic mesh adaptivity for cardiac electrophysiology.
Proceedings of the International Conference on Computational Science, 2010

Simulating cardiac electrophysiology using anisotropic mesh adaptivity.
J. Comput. Sci., 2010

2008
A systematic approach to unstructured mesh generation for ocean modelling using GMT and Terreno.
Comput. Geosci., 2008

2007
Shoreline approximation for unstructured mesh generation.
Comput. Geosci., 2007

2006
Adjoint A Posteriori Error Measures for Anisotropic Mesh Optimisation.
Comput. Math. Appl., 2006


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