|Tuesday 3 October 2023|
|Events for day: Thursday 23 February 2023|
| 11:00 - 12:00 Theory weekly seminar (TWS)|
Symmetry-Resolved Entanglement Entropy for Chared Thermofield Double States
PARTICLES AND ACCELERATORS
We explore the time evolution of symmetry-resolved entanglement entropy (SREE) for the thermofield double (TFD) states of complex scalar quantum field theories.
Through the covariance matrix approach, we find a mechanism to describe the symmetry-resolved entanglement dynamics in non-equilibrium systems. This dynamical behavior obeys the quasi-particle picture which is universal for integrable systems. We find the pattern of time evolution as follows: for the SREE and confrontational entropy SC, linear growth is followed by saturation. On a circular lattice, for long times we see oscillatory behavior due to the ...
11:00 - 12:30 Weekly Webinar
Ensemble Learning from Ensemble Docking
In the context of protein-ligand interactions, a comprehensive set of methods and tools has been developed to solve two main problems: the affinity prediction problem and the pose prediction problem. Traditionally the docking problem was solved as a category of molecular mechanical problems by considering a functional form named force field for mathematical representation of the potential energy landscape of the system. In these force fields the underlying physics of protein-ligand interaction is reflected in the form of linear expansion of various physically meaningf ...