# A comprehensive and fair comparison of two neural operators (with practical extensions) based on FAIR data

10 Nov 2021

Neural operators can learn nonlinear mappings between function spaces and offer a new simulation paradigm for real-time prediction of complex dynamics for realistic diverse applications as well as for system identification in science and engineering.

Computational Physics

1,539
0.06 stars / hour

# Social Force Model for Pedestrian Dynamics

20 May 1998

The corresponding force concept is discussed in more detail and can be also applied to the description of other behaviors.

Statistical Mechanics Pattern Formation and Solitons patt-sol

328
0.04 stars / hour

# Pushing the limit of molecular dynamics with ab initio accuracy to 100 million atoms with machine learning

1 May 2020

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

1,070
0.04 stars / hour

# Investigating Quantum Approximate Optimization Algorithms under Bang-bang Protocols

27 May 2020

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

Quantum Physics

27,957
0.04 stars / hour

# HotQCD on Multi-GPU Systems

19 Nov 2021

We present $\texttt{SIMULATeQCD}$, HotQCD's software for performing lattice QCD calculations on GPUs.

High Energy Physics - Lattice

18
0.04 stars / hour

# PyMatching: A Python package for decoding quantum codes with minimum-weight perfect matching

27 May 2021

This paper introduces PyMatching, a fast open-source Python package for decoding quantum error-correcting codes with the minimum-weight perfect matching (MWPM) algorithm.

Quantum Physics

98
0.04 stars / hour

# Crystal Graph Convolutional Neural Networks for an Accurate and Interpretable Prediction of Material Properties

The use of machine learning methods for accelerating the design of crystalline materials usually requires manually constructed feature vectors or complex transformation of atom coordinates to input the crystal structure, which either constrains the model to certain crystal types or makes it difficult to provide chemical insights.

Band Gap Formation Energy Materials Science

434
0.04 stars / hour

# Intel Quantum Simulator: A cloud-ready high-performance simulator of quantum circuits

28 Jan 2020

Classical simulation of quantum computers will continue to play an essential role in the progress of quantum information science, both for numerical studies of quantum algorithms and for modelings noise and errors.

Quantum Physics Distributed, Parallel, and Cluster Computing Computational Physics

153
0.03 stars / hour

# Trackintel: An open-source Python library for human mobility analysis

7 Jun 2022

Trackintel can serve as an essential tool to standardize mobility data analysis and increase the transparency and comparability of novel research on human mobility.

Physics and Society

107
0.03 stars / hour

# Simulating the Sycamore quantum supremacy circuits

4 Mar 2021

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

Quantum Physics Computational Physics

114
0.03 stars / hour