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Statistical field theory
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1	Some Recent Results on Renormalization-Group Flows of Quantum Field Theories Robert Shrock C. N. Yang Institute for Theoretical Physics, Stony Brook University Add to Reading List Source URL: theory.fnal.gov Language: English - Date: 2015-07-31 14:16:37 Physics Theoretical physics Quantum field theory Renormalization group Mathematical physics Particle physics Statistical mechanics Beta function Renormalization Closed and exact differential forms Quantum chromodynamics
2	Surveillance Event Detection Mert Dikmen, Huazhong Ning, Dennis J. Lin, Liangliang Cao, Vuong Le, Shen-Fu Tsai, Kai-Hsiang Lin, Zhen Li, Jianchao Yang, Thomas S. Huang Department of Electrical and Computer Engineering Un Add to Reading List Source URL: www.ifp.illinois.edu Language: English - Date: 2010-07-25 04:16:41 Artificial intelligence Computer vision Image processing Feature detection Statistical theory Conference on Computer Vision and Pattern Recognition Conditional random field Optical flow Edge detection Thomas Huang Activity recognition Loss function
3	Columbia University Mathematics Department 2990 Broadway New York, NY 10027 Add to Reading List Source URL: www.math.columbia.edu Language: English - Date: 2015-04-15 09:01:11 Mathematical analysis Probability theory Statistical mechanics Probability Stochastic processes Applied mathematics Random matrices KardarParisiZhang equation Gaussian free field Random matrix
4	We present new ideas which attempt to explain why Deep Learning works, taking lessons from Theoretical Chemistry, and integrating ideas from Protein Folding, Renormalization Group, and Quantum Chemistry. We address the i Add to Reading List Source URL: mmds-data.org Language: English - Date: 2016-06-23 15:50:48 Physics Theoretical physics Mathematical physics Quantum field theory Renormalization group Academia Statistical mechanics Protein structure Renormalization Deep learning Protein folding Energy landscape
5	11 The Kondo Effect Frithjof B. Anders Theoretische Physik II ¨ Dortmund Technische Universitat Add to Reading List Source URL: www.cond-mat.de Language: English - Date: 2012-08-20 13:43:06 Physics Condensed matter physics Materials science Renormalization group Quantum field theory Mathematical physics Statistical mechanics Kondo effect Numerical renormalization group Kondo model Spinorbit interaction Renormalization
6	Learning Symmetric Relational Markov Random Fields A thesis submitted in partial fulfillment of the requirements for the degree of Master of Science by Add to Reading List Source URL: www.cs.huji.ac.il Language: English - Date: 2015-08-10 08:23:33 Graphical models Statistics Probability Statistical theory Variable elimination Markov random field Markov chain Belief propagation Conceptual model Bayesian network Deep learning
7	Minerva Lecture Series Dates, Times, Locations February, 2014 5:30pm - 7pm Room 507 Math February 28, 2014 Add to Reading List Source URL: www.math.columbia.edu Language: English - Date: 2014-02-06 14:15:52 Calculus Mathematical analysis Statistical mechanics Mathematics Stochastic differential equations Partial differential equations Quantum field theory Regularity structure KardarParisiZhang equation Dynamical system Differential equation Nonlinear system
8	Introduction to Mean-Field Theory of Spin Glass Models Add to Reading List Source URL: www.cond-mat.de Language: English - Date: 2015-09-24 14:01:02 Physics Statistical mechanics Theoretical physics Magnetic ordering Quantum mechanics Lattice models Quantum phases Spin glass Ising model Mean field theory Replica trick Spin model
9	XVII Escola Brasileira de Probabilidade Mambucaba, August 4-10, 2013. Program Hour Add to Reading List Source URL: www.impa.br Language: English - Date: 2013-07-25 11:03:48 Physics Mathematical analysis Stochastic processes Statistical mechanics Differential equations Quantum field theory Multivariable calculus Partial differential equation Brownian motion Renormalization Stochastic calculus
10	Development of the LDA+DMFT Approach Add to Reading List Source URL: www.cond-mat.de Language: English - Date: 2014-09-03 06:19:50 Physics Chemistry Condensed matter physics Quantum mechanics Materials science Density functional theory Statistical mechanics Dynamical mean-field theory Strongly correlated material Local-density approximation Correlation function Renormalization

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