[Dottorcomp] informal seminar Max Martinelli

[Laura Spinolo]

Dear all,

the next speaker of the "very informal seminars" series is Massimiliano
Martinelli (title and abstract of his talk are to be found below).

Max's seminar is scheduled for* Monday, October 30, 4pm*, and it will take
place in the *Conference Room* of *IMATI-CNR*.

Should you need any further information, please feel free to contact us.

Best regards,

Andrea, Laura and Lorenzo

Title:

FTL: A new Functional Tensor Train Library written in RUST for Numerical
Integration and Resolution of Partial Differential Equations

Abstract:

Originally, low-rank tensor decomposition algorithms were designed to
approximate high-dimensional tensors. Due to its mathematical
characteristics, Tensor-Train decomposition, a type of tensor
decomposition that does not necessarily suffer from the curse of
dimensionality, has garnered much interest during the past decade. In
recent years, Function-Train decomposition, a continuous version of
Tensor-Train decomposition, was introduced. This decomposition permits
the approximation of high-dimensional functions without function
sampling and provides an extensible framework for function integration
and differentiation. In this talk, we present a new RUST-based library
designed to provide functionality for Function-Train decomposition, and
we also present some application examples (multidimensional quadrature,
solution of ODE systems and PDEs)



-- 
Laura Spinolo
IMATI-CNR
via Ferrata 5, 27100 Pavia, Italy
Web: http://arturo.imati.cnr.it/spinolo/
Email: spinolo a imati.cnr.it
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