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Project

Probabilistic modeling and geometry of the microstructural properties of materials for fusion reactors

Materials in fusion reactors will need to fulfill extremely stringent requirements. In this work, we will model the complex stochastic microstructures of tungsten-based alloys with specialized probability distributions and measure their similarity with the geodesic distance on the corresponding probabilistic manifolds. We will then be able to reliably assess the effect of different plasma treatments and relate micro- to macro-properties.

Date:4 Dec 2012 →  3 May 2013
Keywords:information geometry, material sciences, probability theory, nuclear fusion
Disciplines:Classical physics, Applied mathematics in specific fields, Cognitive science and intelligent systems, Artificial intelligence, Statistics and numerical methods, Geometry, Physics of gases, plasmas and electric discharges