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Webinar: From Discrete Multiphysics to Deep Multiphysics: How to Combine Particle Methods like DEM and SPH with Artificial Intelligence Using the Particle-neuron Duality

Event Details:

  • Date:         Tuesday, 18 May 2021
  • Time:         Starts: 16:00
  • Venue:       Live streaming of the discussion will be available on Zoom (Password: VsSCz1)
  • Speaker:   Dr Alessio Alexiadis, University of Birmingham

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CaSToRC, the HPC National Competence Centre,
invites you to the SimEA Online Seminar Series

 

The webinar will be in English and the live stream is open to the public.
Live streaming of the discussion will be available on Zoom (Password: VsSCz1)
Images and/or recordings of our open public events may be used by The Cyprus Institute for dissemination purposes including print and digital media such as websites, press-releases, social media, and live streaming.

 


 

About the SimEA project Seminar Series

The SimEA project Seminar Series aims at promoting and disseminating scientific knowledge, focusing on Computational Science and Engineering, by featuring prominent researchers from around the world presenting their views and addressing key questions. 

This project has received funding from the European Union’s Horizon 2020 research and innovation programme under grant agreement No 810660.


 

Abstract

The algorithm behind particle methods is extremely versatile and used in a variety of applications that range from molecular dynamics to astrophysics. For continuum mechanics applications, the concept of ‘particle’ can be generalized to include discrete portions of solid and liquid matter. This talk shows that it is possible to further extend the concept of ‘particle’ to include artificial neurons used in Artificial Intelligence. This produces a new class of computational methods based on ‘particle-neuron duals’ that combines the ability of computational particles to model physical systems and the ability of artificial neurons to learn from data. During the talk, several applications of these particle-neurons duals will be presented and discussed.
 

About the Speaker

A AlessionDr. Alessio Alexiadis is currently working as Senior Lecturer at the University of Birmingham on mathematical modelling and computer simulation. He accomplished his Ph.D. in 2001 at the Politecnico di Torino (Italy). Since then, he has worked at the École Nationale Supérieure des Mines de Paris (2001−2003), Max-Planck-Institut für Kohlenforschung (2003−2004), University of New South Wales (2004−2006), University of Cyprus (2006-2008), Washington University in St. Louis (2008-2010), KTH - Royal Institute of Technology (2010-2011) and University of Warwick (2012-2013).

 

Download the Summer 2021 Online EuroCC & SimEA Seminar Series Programme here.

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Additional Info

  • Date: Tuesday, 18 May 2021
  • Time: Starts: 16:00
  • Speaker: Dr Alessio Alexiadis, University of Birmingham