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  Stochastic dynamics and relaxation in molecular systems
Posted on 2016-01-17 (Send to a Friend Send to a Friend )
Contents: Langevinís approach to Brownian dynamics; Diffusion processes and the Fokker-Planck equation; Diffusive motions in simple liquids; Protein dynamics; Elements of probability theory; Autoregressive model; Bibliography. . . . .
  Stochastic Differential Equations: Models and Numerics
Posted on 2016-01-17 (Send to a Friend Send to a Friend )
The goal of this course is to give useful understanding for solving problems formulated by stochastic differential equations models in science, engineering and mathematical finance. Typically, these problems require numerical methods to obtain a solution and therefore the course focuses on basic understanding of stochastic and partial differential equations to construct reliable and efficient computational methods. Stochastic and deterministic differential equations are fundamental for the modeling in Science and Engineering. . . . .
   Control Principles of Complex Networks
Posted on 2016-01-02 (Send to a Friend Send to a Friend )
A reflection of our ultimate understanding of a complex system is our ability to control its behavior. Typically, control has multiple prerequisites: It requires an accurate map of the network that governs the interactions between the system's components, a quantitative description of the dynamical laws that govern the temporal behavior of each component, and an ability to influence the state and temporal behavior of a selected subset of the components. With deep roots in nonlinear dynamics and control theory, notions of control and controllabi . . . .
  Introduzione all Intelligenza Artificiale
Posted on 2016-01-02 (Send to a Friend Send to a Friend )
The paper presents an introduction to Artificial Intelligence (AI) in an accessible and informal but precise form. The paper focuses on the algorithmic aspects of the discipline, presenting the main techniques used in AI systems groped in symbolic and subsymbolic. The last part of the paper is devoted to the discussion ongoing among experts in the field and the public at large about on the advantages and disadvantages of AI and in particular on the possible dangers. The personal opinion of the author on this subject concludes the paper. . . . .
   Theory of Special Relativity
Posted on 2015-12-27 (Send to a Friend Send to a Friend )
Special Relativity is taught to physics sophomores at Johns Hopkins University in a series of eight lectures. Lecture 1 covers the principle of relativity and the derivation of the Lorentz transform. Lecture 2 covers length contraction and time dilation. Lecture 3 covers Minkowski diagrams, simultaneous events and causally connected events, as well as velocity transforms. Lecture 4 covers energy and momentum of particles and introduces 4-vectors. Lecture 5 covers energy and momentum of photons and collision problems. Lecture 6 covers Doppler ef . . . .
   Computational Sociolinguistics: A Survey
Posted on 2015-12-25 (Send to a Friend Send to a Friend )
Language is a social phenomenon and inherent to its social nature is that it is constantly changing. Recently, a surge of interest can be observed within the computational linguistics (CL) community in the social dimension of language. In this article we present a survey of the emerging field of "Computational Sociolinguistics" that reflects this increased interest. We aim to provide a comprehensive overview of CL research on sociolinguistic themes, featuring topics such as the relation between language and social identity, langua . . . .

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