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SUMMARY:Introduction to Stochastic Processes
DTSTART;VALUE=DATE-TIME:20240610T090000Z
DTEND;VALUE=DATE-TIME:20240613T110000Z
DTSTAMP;VALUE=DATE-TIME:20260312T235018Z
UID:indico-event-7399@indico.ific.uv.es
DESCRIPTION:Stochastic Processes are omnipresent in physics and natural ph
 enomena\, but their statistical treatment is rarely introduced to physicis
 ts. This formalism allows us to gain a deeper understanding of many proble
 ms\, including:\n\n[Physics] Particle decays and any counting experiment\
 , the spatial distribution of stars\, galaxies and astrophysical objects i
 n general\, diffusion processes of any kind\, and even more theoretical pr
 oblems as the interpretation of quantum fields as a statistical mechanical
  system\, etc.\n\n[Other] Failure of equipments\, the arrival of vehicles
 /customers\, queueing theory\, the spatial distribution of trees/plants or
  diseases\, the values of financial products\, among many others.  \n\nI
 n this short series of lectures\, the aim is to introduce the theory and i
 mplementation (code) of some of the most important stochastic processes ap
 pearing in nature.\n\n \n\nThe course will consist of 4 (+1?) lectures\, 
 2hour-lecture per day. The outline is the following:\n\n1. Poisson Process
 es\, homogeneous and non-homogeneous ==> [Mon. 11:30-13:30]. IFIC's semin
 ar room (1-1-1)\n\n2. Spatial point processes. Interacting processes  ==>
  [Tue. 14:30-16:30]. IFIC's seminar room (1-1-1)\n\n3. Markov Processes a
 nd Markov Random Fields. Hammersley-Clifford theorem.  ==> [Wed. 14:30-16
 :30]. IFIC's seminar room (1-1-1)\n\n4. Brownian motion. Diffusion proces
 ses. Itô calculus.  ==> [Thu. 11:00-13:00]. IFIC's seminar room (1-1-1
 )\n\n5. Diffusion processes II  ==> [Mon. 14:30-16:30]. IFIC's seminar
  room (1-1-1)\n\nhttps://indico.ific.uv.es/event/7399/
LOCATION:Universe 1001-Primera-1-1-1 - Paterna. Seminario
URL:https://indico.ific.uv.es/event/7399/
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