- 15:00–16:00: Javier
Gomez Serrano, (Brown University): Unveiling
Singularities in Nonlinear PDE through Machine Learning
The quest to understand and predict singularities in nonlinear partial differential
equations has been a long-standing challenge in mathematical and computational
sciences. In recent years with the development of new hardware and software, a new
paradigm in physics and engineering has emerged via machine learning. In this talk I
will present a possible way of interaction between the two worlds of mathematics and
artificial intelligence, and how computer-assisted proofs may play a prominent role
in the next few years in the context of mathematically proving rigorously the
existence of finite time singularities. Specifically I will focus on different
equations in fluid dynamics, but our methods are shown to be robust, generic and
adaptable to many situations.
- 16:00–17:00: Alessandro Carlotto, (Università di Trento): Minimal surfaces: what future after the min-max revolution?
The striking advances in the min-max theory for the area functional
have led, over the past decade, to the solution of a variety of outstanding problems
in geometry, including Yau’s conjecture ensuring the existence of infinitely many
minimal hypersurfaces in any assigned compact ambient Riemannian manifold. In the
case of ambient manifolds with boundary, one obtains relative cycles, namely free
boundary minimal hypersurfaces. However, such methods concern very weak notions of
``surfaces'' and, correspondingly, build upon weak notions of convergence (namely:
those peculiar of geometric measure theory): as a result, this sort of approach is
not topologically effective and it is in general unreasonable to expect to have any
control on the type of submanifolds it provides.
Springing from such issues,
I will try to describe what I envision for the post-revolutionary era by focusing on
the simplest and visually most appealing case of free boundary minimal surfaces in
the Euclidean ball. I will discuss how to construct such surfaces in a controlled
fashion and how to distinguish them by virtue of the fine analysis of their
(equivariant or absolute) Morse index. As a surprising byproduct, we will start to
sketch a comparative picture of variational vs. perturbative methods, and indicate
what is still to be understood in that direction.
- 17:00–17:30: coffee break
- 17:30–18:30: Silvia
Cingolani, (Università degli Studi di Bari Aldo Moro): Nonlocal NLS equations: concentration around a saddle point in a
degenerate setting
In my talk I will present a new
variational approach, for detecting solutions to local or nonlocal NLS equations,
concentrating around a critical point, for instance a saddle point, in a degenerate
setting, where finite dimensional reduction arguments fail to hold. In particular a
shift deformation flow is generated in an augmented space to regain compactness
properties.
The seminar is based on joint papers with Kazunaga Tanaka (Waseda
University, Tokyo).