Prof. Vernon Cormier, Department of Physics, University of Connecticut

Physics of Earth’s Core

Among the terrestrial planets, Earth has the largest magnetic field, driven by convective motion in an electrically conducing iron rich liquid outer core.  This field has been sustained since nearly the time of Earth’s formation, preventing loss of water and atmospheric erosion by the solar wind.  Research to understand the evolution and dynamics of the core includes measurements and modeling of its gravitational and magnetic fields, the propagation of elastic waves sampling its interior, and the theories of condensed matter physics.  Outstanding problems include the unknown light element composition of the outer and inner cores, the crystalline lattice structure of the solid inner core and that of iron at 360 GPa and 6000 deg. K, gravitational and electromagnetic coupling between Earth’s mantle and solid inner core, the low shear modulus and Poisson’s ratio of the inner core, and the possibility of the inner core being in a superionic state.

Prof. Lina Necib, Department of Physics, MIT

Mapping out the Dark Matter in the Milky Way

In this talk, I will explore the interfacing of simulations, observations, and machine learning techniques to construct a detailed map of Dark Matter in the Milky Way, focusing on the Galactic Center/Halo and dwarf galaxies. For the Galactic Halo, I will present a recent work that reveals a decline in the stellar circular velocity, inducing tensions with established estimates of the Milky Way’s mass and Dark Matter content. I will discuss how the underestimated systematic errors in such a common methodology necessitates a revised approach that combines theory, observations, and machine learning. In dwarf galaxies, I will present a novel Graph Neural Network methodology that facilitates the accurate extraction of Dark Matter density profiles, validated against realistic simulations. I will conclude with a discussion on the future trajectory of astroparticle physics, emphasizing the need for the integration of astrophysical probes with experimental Dark Matter research, potentially leading to a better understanding of the nature of Dark Matter.