25 citations · 79 across the 12 of their papers we have counts for
12 papers
Identifiability and Information-Based Inference for Epidemic Transmission Models Under Partial Observation
Md Asaduzzaman
Inference for epidemic transmission on dynamic networks is fundamentally limited by latent infection times, incomplete contact histories, imperfect observation, and external source…
A Complete-Data Likelihood for Epidemic Processes on Partially Observed Dynamic Networks
Md Asaduzzaman
Inference for infectious disease transmission on dynamic contact networks is complicated by latent infection times, partially observed network evolution, measurement error in conta…
Simulating Field Theories with Quantum Computers
Muhammad Asaduzzaman, Simon Catterall, Yannick Meurice +1
In this study, we investigate Trotter evolution in the Gross-Neveu and hyperbolic Ising models in two spacetime dimensions, using quantum computers. We identify different sources o…
Fermions, quantum gravity and holography in two dimensions
Muhammad Asaduzzaman, Simon Catterall, Abhishek Samlodia
We study a model comprising flavors of Kähler Dirac fermion propagating on a triangulated two dimensional disk which is constrained to have a negative average bulk curvature. D…
Tensor network representation of non-abelian gauge theory coupled to reduced staggered fermions
Muhammad Asaduzzaman, Simon Catterall, Yannick Meurice +2
We show how to construct a tensor network representation of the path integral for reduced staggered fermions coupled to a non-abelian gauge field in two dimensions. The resulting f…
Sachdev-Ye-Kitaev model on a noisy quantum computer
Muhammad Asaduzzaman, Raghav G. Jha, Bharath Sambasivam
We study the SYK model -- an important toy model for quantum gravity on IBM's superconducting qubit quantum computers. By using a graph-coloring algorithm to minimize the number of…
Quantum Ising model on two dimensional anti-de Sitter space
Muhammad Asaduzzaman, Simon Catterall, Yannick Meurice +1
This paper investigates the transverse Ising model on a discretization of two-dimensional anti-de Sitter space. We use classical and quantum algorithms to simulate real-time evolut…
Improved coarse-graining methods on two dimensional tensor networks including fermions
Muhammad Asaduzzaman, Simon Catterall, Yannick Meurice +2
We show how to apply renormalization group algorithms incorporating entanglement filtering methods and a loop optimization to a tensor network which includes Grassmann variables wh…
Quantum Simulation of the N flavor Gross-Neveu Model
Muhammad Asaduzzaman, Simon Catterall, Goksu Can Toga +2
We discuss the use of quantum simulation to study an flavor theory of interacting relativistic fermions in(1+1) dimensions on NISQ era machines. The case of two flavors is part…
Euclidean Dynamical Triangulations Revisited
Muhammad Asaduzzaman, Simon Catterall
We conduct numerical simulations of a model of four dimensional quantum gravity in which the path integral over continuum Euclidean metrics is approximated by a sum over combinator…
Scalar fields on fluctuating hyperbolic geometries
Muhammad Asaduzzaman, Simon Catterall
We present results on the behavior of the boundary-boundary correlation function of scalar fields propagating on discrete two-dimensional random triangulations representing manifol…
Holography for Ising spins on the hyperbolic plane
Muhammad Asaduzzaman, Simon Catterall, Jay Hubisz +2
Motivated by the AdS/CFT correspondence, we use Monte Carlo simulation to investigate the Ising model formulated on tessellations of the two-dimensional hyperbolic disk. We focus i…