!pip -q install --upgrade pip !pip -q install "netket" "flax" "optax" "einops" "tqdm" import os os.environ["XLA_PYTHON_CLIENT_PREALLOCATE"] = "false" import netket as nk import jax import jax.numpy as ...

ED: an implementation of exact diagonalization (ED) for the the 1D non-Hermitian PT-symmetric Transverse-field Ising Model (TFIM). To run the code, run the file ED_NH_core.py. RNN: an implementation ...

Japan now hosts the world’s most advanced quantum–classical hybrid setup, pairing IBM’s cutting-edge quantum system with one of Earth’s fastest supercomputers. On Tuesday, IBM and Japan’s national ...

Purdue University’s Artificial Intelligence Microcredentials offer quick and convenient online courses that cover the fundamentals of artificial intelligence and its applications. Every course ...

State Key Laboratory of Physical Chemistry of Solid Surfaces, iChEM, Fujian Provincial Key Laboratory of Theoretical and Computational Chemistry, and College of Chemistry and Chemical Engineering, ...

Dynamic complex matrix equation (DCME) is frequently encountered in the fields of mathematics and industry, and numerous recurrent neural network (RNN) models have been reported to effectively find ...

Keep the news in the Wayback Machine. Sign Fight for the Future's letter. An icon used to represent a menu that can be toggled by interacting with this icon. A line drawing of the Internet Archive ...

Our work addresses the question of compelling killer applications for quantum computers. Although quantum chemistry is a strong candidate, the lack of details of how quantum computers can be used for ...

Losses are ubiquitous in manipulating complex systems. They arise from our lack of control on the microscopic degrees of freedom of the system. A universal way to minimize losses is to consider ...

Abstract: This paper introduces a new algorithm to approximate non-orthogonal joint diagonalization (NOJD) of a set of complex matrices. This algorithm is based on the Frobenius norm formulation of ...