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Monitor for hemlock woolly adelgid and beech bark disease ... Peregrine Falcon Falco peregrinus. Bog Turtle Clemmys muhlenbergii. Indiana Myotis Myotis sodalis ...
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Hybrid Monte Carlo (use gradient information) Swendsen-Wang (large moves for Ising model) ... Combine best of both worlds (hybrid) Use smart deterministic proposals ...
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Cluster Monte Carlo Algorithms & softening of first-order transition by disorder TIAN Liang 1. Introduction to MC and Statistical Mechanical Models Stanislaw Ulam ...
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Annealing Sample move. target distribution: temperature: Optimization ... Annealing. Optimization. previous sampling based methods. Previous methods. Gibbs sampler ...
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Aluminum is a major element inside the Earth's crust constituting about 8% by weight. ... pressure using thermodynamic integration along a pseudo-supercritical path. ...
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DFCI Boston: Using the Weighted Histogram Analysis Method (WHAM) in cancer biology and the Yeast Protein Databank (YPD); Latent Dirichlet Analysis (LDA) for ...
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Example for Ising Model ... Transition Matrix for Ising model ... Histograms for 2D Ising 32x32 with 107 Monte Carlo steps. ...
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5 YEARS ALASKA Jed Dunlap Bob Spain 15 YEARS CALIFORNIA Ignacio Solis Thomas Tran Viktor Tsering 15 YEARS OREGON Vince Pacheco 15 YEARS WASHINGTON Elaine Bigger Linda ...
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Title: MBE Talk Author: David Landau Last modified by: David Landau Created Date: 9/30/2001 8:44:00 AM Document presentation format: On-screen Show
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At high temperatures the system is paramagnetic or disordered; ... Working in the super-paramagnetic phase of the model we use the values of the ...
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TextonBoost: Joint Appearance, Shape and Context Modeling for Multi-Class Object ... J. Jinn, C. Rother, A. Criminisi ; MSR Cambridge. Presented by Derek Hoiem ...
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For the local evidence, we can use a discriminative classifier (trained iid) ... Uses inference as subroutine (can be slow no worse than discriminative learning) ...
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Ralf Herbrich. Tom Minka. TexPoint fonts used in EMF. ... The Game of Go. Started about 4000 years ago in ancient China. About 60 million players worldwide ...
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Markov Logic Networks Pedro Domingos Dept. Computer Science & Eng. University of Washington (Joint work with Matt Richardson) Overview Representation Inference ...
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Stereo Matching Computer Vision CSE576, Spring 2005 Richard Szeliski Stereo Matching Given two or more images of the same scene or object, compute a representation of ...
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A general Ising model can be used to understand variety of problems such as ... The basic move we can do in a Ising model is a spin flip, si - -si ...
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Title: Slide Last modified by: lease Document presentation format: (4:3) Other titles: Arial MS P Calibri Symbol Times New Roman ...
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Kinetics / thermodynamics of surface-induced protein ... Berg and Neuhaus (1992), Lee (1993) Multicanonical Monte Carlo. Probability. Internal Energy ...
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... if we draw (x,y)'s from the bivariate density and just consider the x values, we ... Let's draw from the bivariate density using the Gibbs sampler... draw x from ...
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Learning: ILP Pseudo-likelihood. Special cases: Collective classification, ... Maximize pseudo-likelihood using conjugate gradient with line minimization. Overview ...
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At first-order phase transition, the longest time scale is ... Multicanonical histogram and reweighted canonical distribution for 2D 10-state Potts model ...
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Near the critical point, an Ising model behaves exactly the same as a classical liquid-gas. ... technique-not just for the Ising model, but for other continuous ...
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Experimentally derived enthalpy of activation: 12 kcal/mol [1] ... of activation enthalpy: 13.3 kcal/mol ... Computed QM/MM activation enthalpies (kcal/mol)a ...
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53rd ISI meeting, Seoul, Korea. How long to run the Markov chain? ... CFTP used by Van den Berg & Steif to show Ising model on Z above critical point ...
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Cefalea por Abuso de Medicaci n * Otros factores de riesgo de cefalea cr nica diaria... Caffeine as a risk factor for chronic daily headache A population-based ...
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apple 6 7. mac os 30 32. solaris 26 29. windows 113 200. 9/6/09. Pat Carter & Alan Berger ... apple 1 0 0 2 0 0 4 0 7 28. macos 0 0 0 28 3 0 0 1 32 9. solaris 0 ...
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knowledge and beliefs about mental disorders which aid their ... exercise ... Government Department of Health and Ageing. Holt, M. & Treloar, C. (2008a) ...
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When a world violates a formula, It becomes less probable, not impossible ... Discriminative training. Learning and refining structure. Learning with missing info ...
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