68 citations · 750 across the 53 of their papers we have counts for
8 papers · 1 filter
Influence of State Reopening Policies in COVID-19 Mortality
Ka-Ming Tam, Nicholas Walker, Juana Moreno
By the end of May 2020, all states in the US have eased their COVID-19 mitigation measures. Different states adopted markedly different policies and timing for reopening. An import…
Beyond Quantum Cluster Theories: Multiscale Approaches for Strongly Correlated Systems
Herbert F Fotso, Ka-Ming Tam, Juana Moreno
The degrees of freedom that confer to strongly correlated systems their many intriguing properties also render them fairly intractable through typical perturbative treatments. For…
Neural Network Solver for Small Quantum Clusters
Nicholas Walker, Samuel Kellar, Yi Zhang +1
Machine learning approaches have recently been applied to the study of various problems in physics. Most of the studies are focused on interpreting the data generated by convention…
Non-Fermi Liquid Behaviour in the Three Dimensional Hubbard Model
Samuel Kellar, Ka-Ming Tam
We present a numerical study on non-Fermi liquid behaviour of a three dimensional system. The Hubbard model in a cubic lattice is simulated by the dynamical cluster approximation,…
Deep Learning on the 2-Dimensional Ising Model to Extract the Crossover Region with a Variational Autoencoder
Nicholas Walker, Ka-Ming Tam
The 2-dimensional Ising model on a square lattice is investigated with a variational autoencoder in the non-vanishing field case for the purpose of extracting the crossover region…
InfoCGAN Classification of 2-Dimensional Square Ising Configurations
Nicholas Walker, Ka Ming Tam
An InfoCGAN neural network is trained on 2-dimensional square Ising configurations conditioned on the external applied magnetic field and the temperature. The network is composed o…