PPT-Lattice Boltzmann for

Fluids Sauro Succi 1 LB For fluids 2 The general idea of LB is to write down a set of h yperbolic equations for a discrete set of movers . Restricted Boltzmann machines RBMs are probabilistic graphical models that can be interpreted as stochastic neural networks Theincreaseincomputationalpowerandthedevelopmentoffasterlearn ing algorithms have made them applicable to relevant machine le Exa Corporation, 3 Burlington Woods Drive, Burlington, MA 01821 Also, School of Mechanical Engineering, Tel-Aviv University, Ramat-Aviv, ISRAEL Also, Department of Mathematics, Yale University, New S. M. Ali . Eslami. Nicolas Heess. John Winn. March 2013. Heriott. -Watt University. Goal. Define a probabilistic distribution on images like this:. 2. What can one do with an ideal shape model?. 3. Segmentation. 1. Boltzmann Machine. Relaxation net with visible and hidden units. Learning algorithm. Avoids local minima (and speeds up learning) by using simulated annealing with stochastic nodes. Node activation: Logistic Function. Integrable. . Zoo. Paul Fendley. o. r:. . Discrete . Holomophicity. from . Topology. Outline. Integrability. and the Yang-Baxter . equation. Knot and link invariants such as the Jones . polynomial. Sparsification. and the Approximate Closest Vector Problem. Daniel . Dadush. Centrum . Wiskunde. . en. . Informatica. Joint work with . Gabor Kun (. Renyi. . Institute). Outline. Norms, Lattices and Lattice Problems:. r. esults for mesons containing. b. quarks from the HPQCD collaboration . Ron Horgan. DAMTP, University of Cambridge. CONFINEMENT XI. St Petersburg. . Outline. . Radiative. improvement of NRQCD using background field approach.. Ravi Sandhu. LATTICE-BASED MODELS. Denning's axioms. Bell-LaPadula model (BLP) . Biba model and its duality (or equivalence) to BLP. Dynamic labels in BLP. DENNING'S AXIOMS. < SC, . . , . . >. Principal Source:. Boltzmann’s Atom. David Lindley, The Free Press, . New York 2001. Atom. Greek ‘Uncutable’ . Universe composed of indivisible objects. Philosophy and Atomic Theory. Titus Lucretius . Daniel . Dadush. Centrum . Wiskunde. . en. . Informatica. Joint work with . Gabor Kun (. Renyi. . Institute). Outline. Norms, Lattices and Lattice Problems:. Shortest & Closest Vector Problems (SVP / CVP).. Radiation that is emitted by features on earth. Water. Clouds. Land surface. Infrared spectrum of energy. Connection to Stefan-Boltzmann. E = energy radiating in W m. -2 . (Typical units of OLR). = emissivity (if a blackbody = 1). Bravais lattice, real lattice vector . R. , reciprocal lattice vector . K. , point group, space group, group representations, Bloch theorem. Discrete lattices. 1D. 2D. 3D. a. Bravais lattice: each unit cell has only one atom (5 types in 2D). Jamie Teherani. 5/16/2013. Oxide. Strained-Si. Strained-. Ge. Relaxed Si. 0.7. Ge. 0.3. Example Input. File . oxide_sSi_sGe_SiGe.png. : high . resolution TEM image of . an . epitaxially. grown heterostructure of Si, . Distributed Auto-Tuning. Samuel . Williams, Leonid . Oliker. Jonathan Carter, John . Shalf. 1. Lawrence Berkeley National Laboratory. . SWWilliams@lbl.gov. Introduction. Management of . data locality and data movement .