Integrative Think Tank 2

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ITT2 - Energy

Welcome to the webpage for ITT2, titled "Energy".

Key Information

Dates: Monday 1st June - Friday 5th June 2015
Location: Bath Royal Literary and Scientific Institution, BA1 2HN
Industrial Partners: EDF and AMEC

Resources

Presentations and related documents

EDF problems

Introduction to EDF partner problems:

• EDF problems on statistical modelling
• EDF problems on statistics for energy management

• paper on adaptive learning of smoothing functions (Ba et al.)
• paper on shape constrained additive models (Wood (2013))
• paper on electricity load forecasting
• paper on multilevel structured additive regression -- Lang (2012)
• backcasting paper (Nedellec et al. (2014))
• Wood (2012) smoothing parameters and estimation paper, Wood (2012)
• paper by Simon Wood on GAMs
• paper on forecasting electricity consumption, Goude (2014)
• paper on Probablistic load forecasts
• Simon Wood presentation
• paper on Generalized Linear Array Models, Currie et al. (2006)
• presentation on quantile regression by Matthew Durrey
• INLA paper (Rue et al. (2009))
• Introduction to REML, Wood (2009)

AMEC problems An introduction to AMEC is here.

An introduction to the AMEC problems are here, here, here and here.

Presentations:

• Andreas talk on similarity between Branching Particle Linear Semi-group and neuron transport equation
• Melina talk on inexact inverse iteration and Arnoldi method
• presentation by Ivan Graham on neuron transport, as well as other notes here and here
• Monte carlo for neuron transport by Robert Jack
• Multilevel Monte Carlo by Rob Scheichl

• suggested reading list for ITT participants on neuron transport
• paper on transport equation (Graham & Kyprianou)
• book chapter on neuron transport
• notes on cross-sections
• paper on discontinuous Galerkin methods (Brezzi)
• Bhan and Spanier paper on condensed history MC for transport equations
• slides on Galerkin methods
• paper (Graham et al.) on quasi monte carlo methods for elliptic PDEs
• paper on multilevel MC for SDEs (Muller et al.)
• paper (Maire, Talay) on neuron transport computations as well as a Phd thesis by Scheben and an accompanying paper

• document on Galerkin tests