We propose a general tensor network method for simulating quantum circuits.

QUANTUM PHYSICS COMPUTATIONAL PHYSICS

The quantum approximate optimization algorithm (QAOA) is widely seen as a possible usage of noisy intermediate-scale quantum (NISQ) devices.

QUANTUM PHYSICS

In this paper we employ the emerging paradigm of physics-informed neural networks (PINNs) for the solution of representative inverse scattering problems in photonic metamaterials and nano-optics technologies.

COMPUTATIONAL PHYSICS OPTICS

Optimal control is highly desirable in many current quantum systems, especially to realize tasks in quantum information processing.

QUANTUM PHYSICS DISORDERED SYSTEMS AND NEURAL NETWORKS COMPUTATIONAL PHYSICS

Gaussian Boson Sampling (GBS) is a near-term platform for photonic quantum computing.

QUANTUM PHYSICS COMPUTATIONAL PHYSICS

We present a novel multilayer simulation framework (Multi-VOF) that advances the state of the art in simulation capabilities of foamy flows.

COMPUTATIONAL PHYSICS NUMERICAL ANALYSIS NUMERICAL ANALYSIS FLUID DYNAMICS

For 35 years, {\it ab initio} molecular dynamics (AIMD) has been the method of choice for modeling complex atomistic phenomena from first principles.

COMPUTATIONAL PHYSICS

The manual and semi-automatic classification of millions of hours of solar wind data from multiple missions can be replaced by automatic algorithms that can discover, in mountains of multi-dimensional data, the real differences in the solar wind properties.

SPACE PHYSICS SOLAR AND STELLAR ASTROPHYSICS

We give a quantum algorithm to find the index y in a table T of size N such that in time O(c sqrt N), T[y] is minimum with probability at least 1-1/2^c.

QUANTUM PHYSICS DATA STRUCTURES AND ALGORITHMS

A Fourier-based Library of Unbounded Poisson Solvers (FLUPS) for 2-D and 3-D homogeneous distributed grids is presented.

COMPUTATIONAL PHYSICS 35J05, 35J08, 35J15, 35J25, 68N01