Informationen zu Lehrveranstaltungen in Opal / Information about lectures can be found in Opal

Skip to content.

TUD

search  |  internal  |  deutsch
Personal tools
TU Dresden » Faculty of Mechanical Science and Engineering » Institute for Materials Science » Chair of Materials Science and Nanotechnology



Thursday, 17 December 2020
(at 13:00 in room Zoom meeting)
Add to your Calendar


Construction and applications of atomic scale models for materials

Professor Paul Erhart


Chalmers University of Technology, Gothenburg, Sweden
   






Linear models, such as force constant (FC) and cluster expansions, play a key role in physics and materials science. In this talk, I will discuss methods for the systematic construction of such models as well as their application in various scenarios. Special emphasis will be put on the hiphive and icet software packages that we have developed over course of several years for this purpose. In this context, I will discuss the efficacy and efficiency of several state-of-the-art regression and feature selection methods, including methods routed in Bayesian statistics such as automatic relevance detection regression.

Announcement (pdf)


Invited by G. Cuniberti

Within the nanoSeminar

last modified: 2020.12.15 Tue
author: webadmin

contact
Prof. Dr. Gianaurelio Cuniberti
secretariat:
Ms Sylvi Katzarow
phone: +49 (0)351 463-31420
fax: +49 (0)351 463-31422
office.nano@tu-dresden.de
postal address:
Institute for Materials Science
TU Dresden
01062 Dresden, Germany
visitors and courier address:
HAL building
TU Dresden
Hallwachsstr. 3
01069 Dresden, Germany
Max Bergmann Center
TU Dresden
Budapester Str. 27
01069 Dresden, Germany