Friday 29 March 2024 |
Events for day: Wednesday 05 July 2017 |
11:00 - 12:00 Quantum information biweekly journal club Quantum Loop Topography for Machine Learning School NANO SCIENCES Quantum Loop Topography for Machine Learning Despite rapidly growing interest in harnessing machine learning in the study of quantum many-body systems, training neural networks to identify quantum phases is a nontrivial challenge. The key challenge is in efficiently extracting essential information from the many-body Hamiltonian or wave function and turning the information into an image that can be fed into a neural network. When targeting topological phases, this task becomes particularly challenging as topological phases are defined in terms of nonlocal properties. Here, we introduce quantum loop topography (QLT): a proced ... 14:00 - 15:00 Weekly Seminars Computational Studies of the Adsorption of Hydrazine on Cu Surfaces: A Dispersion-Corrected DFT Study School NANO SCIENCES Computational Studies of the Adsorption of Hydrazine on Cu Surfaces: A Dispersion-Corrected DFT Study The copper-hydrazine interface is of importance in a number of applications, and in order to produce copper nanoparticles with specific properties or improve copper electrodes for more efficient fuel cells like proton exchange membranes fuel cells (PEMFC), or investigate the catalytic activity of Cu towards hydrazine (N2H4) decomposition for the production of hydrogen, nitrogen and ammonia, we need to gain fundamental understanding of the interactions between N2H4 and Cu surfaces. The computational study of the molecular ads ... 15:00 - 16:00 Weekly Seminar Search For New Heavy Resonance in Final States with Leptons and Photons School PARTICLES AND ACCELERATORS Larak Seminar Room ... |