C´ edric VILLANI: Curriculum Vitae (last updated August 4, 2012) Professor of the Universit´e de Lyon Director of the Institut Henri Poincar´e 11 rue Pierre et Marie Curie, FParis Cedex 05, FRANCE. Tel.: +33 1

Source URL: cedricvillani.org

• Philosophy of thermal and statistical physics
• Dynamical systems
• Thermodynamic entropy
• Statistical mechanics
• Alessio Figalli
• Differential equation
• Nonlinear system
• Ludwig Boltzmann
• Differential geometry of surfaces
• Entropy
• Boltzmann equation
• H-theorem

Artificial Neural Networks Martin Anthony Abstract ‘Artificial neural networks’ are machines (or models of computation) based loosely on the ways in which the brain is believed to work. In this chapter, we discuss so

Source URL: www.maths.lse.ac.uk

• Artificial neural networks
• Feedforward neural network
• Perceptron
• Boltzmann machine
• Backpropagation
• Supervised learning
• Artificial neuron
• Restricted Boltzmann machine
• Deep learning

NIPS 2010 Workshop on Deep Learning and Unsupervised Feature Learning, Whistler, Canada, DecemberInvestigating Convergence of Restricted Boltzmann Machine Learning Hannes Schulz

Source URL: amueller.github.io

• Artificial neural networks
• Machine learning
• Computational neuroscience
• Estimation theory
• Statistical theory
• Restricted Boltzmann machine
• Deep learning
• Boltzmann machine
• Feature learning
• Deep belief network
• MNIST database
• Likelihood function

Resource-Efficient, Hierarchical Auto-Tuning of a Hybrid Lattice Boltzmann Computation on the Cray XT4 Samuel Williams? , Jonathan Carter? , Leonid Oliker? John Shalf? , Katherine Yelick?† ? CRD/NERSC, Lawrence Berkele

Source URL: crd.lbl.gov

• Parallel computing
• Thread
• Multithreading
• Multi-core processor
• Task parallelism
• SPMD
• CPU cache
• Cell
• Message Passing Interface
• Algorithmic skeleton

ENTROPY AND H THEOREM The mathematical legacy of Ludwig Boltzmann 23 February 2011

Source URL: www.cs.elte.hu

• Thermodynamic entropy
• Statistical mechanics
• Philosophy of thermal and statistical physics
• State functions
• Statistical theory
• H-theorem
• Boltzmann equation
• Entropy
• Ludwig Boltzmann
• Distribution function
• Boltzmann

GPU, the "poor man's" computer for Lattice Boltzmann Simulations

Source URL: www.math.u-psud.fr

• Concurrent computing
• Parallel computing
• GPGPU
• Graphics hardware
• Thread
• Graphics processing unit
• Shared memory

PRL 101, PHYSICAL REVIEW LETTERS week ending 14 NOVEMBER 2008

Source URL: homepages.ulb.ac.be

• Heat transfer
• Physical quantities
• State functions
• Statistical mechanics
• Thermodynamics
• Boltzmann equation
• Thermal conductivity
• Thermodynamic temperature
• Gas
• Temperature
• Collision
• Ludwig Boltzmann

Electronic Journal of Differential Equations, Monogrpah 04, 2003. ISSN: URL: http://ejde.math.swt.edu or http://ejde.math.unt.edu ftp ejde.math.swt.edu (login: ftp) Homogeneous Boltzmann equation in quantum re

Source URL: ejde.math.unt.edu

• Statistical mechanics
• Quantum mechanics
• Thermodynamics
• Thermodynamic entropy
• Mathematical physics
• H-theorem
• Boltzmann equation
• Ludwig Boltzmann
• Entropy
• Bose gas
• BoseEinstein statistics
• FermiDirac statistics

arXiv:1506.00019v4 [cs.LG] 17 OctA Critical Review of Recurrent Neural Networks for Sequence Learning Zachary C. Lipton

Source URL: arxiv.org

• Artificial neural networks
• Cybernetics
• Applied mathematics
• Machine learning
• Recurrent neural network
• Deep learning
• Long short-term memory
• Feedforward neural network
• Convolutional neural network
• Backpropagation
• Connectionism
• Restricted Boltzmann machine

tation. Prominent examples from this line of work are restricted Boltzmann machines (RBMsand Deep Boltzmann Machines (DBMs) [25], as well as the plethora of models derived from them [11, 21, 19, 28, 22]. RBMs and

Source URL: www.robots.ox.ac.uk