Array programming with NumPy
Array programming provides a powerful, compact and expressive syntax for accessing,
manipulating and operating on data in vectors, matrices and higher-dimensional arrays …
manipulating and operating on data in vectors, matrices and higher-dimensional arrays …
First-principles phonon calculations with phonopy and phono3py
A Togo - Journal of the Physical Society of Japan, 2023 - journals.jps.jp
Harmonic, quasi-harmonic, and anharmonic phonon properties of crystals are getting to be
better predicted using first-principles phonon calculations by virtue of the progress of the …
better predicted using first-principles phonon calculations by virtue of the progress of the …
[BOOK][B] Data-driven science and engineering: Machine learning, dynamical systems, and control
SL Brunton, JN Kutz - 2022 - books.google.com
Data-driven discovery is revolutionizing how we model, predict, and control complex
systems. Now with Python and MATLAB®, this textbook trains mathematical scientists and …
systems. Now with Python and MATLAB®, this textbook trains mathematical scientists and …
CasADi: a software framework for nonlinear optimization and optimal control
We present CasADi, an open-source software framework for numerical optimization. CasADi
is a general-purpose tool that can be used to model and solve optimization problems with a …
is a general-purpose tool that can be used to model and solve optimization problems with a …
Power of data in quantum machine learning
The use of quantum computing for machine learning is among the most exciting prospective
applications of quantum technologies. However, machine learning tasks where data is …
applications of quantum technologies. However, machine learning tasks where data is …
QuantumATK: an integrated platform of electronic and atomic-scale modelling tools
QuantumATK is an integrated set of atomic-scale modelling tools developed since 2003 by
professional software engineers in collaboration with academic researchers. While different …
professional software engineers in collaboration with academic researchers. While different …
[HTML][HTML] Recent developments in the general atomic and molecular electronic structure system
A discussion of many of the recently implemented features of GAMESS (General Atomic and
Molecular Electronic Structure System) and LibCChem (the C++ CPU/GPU library …
Molecular Electronic Structure System) and LibCChem (the C++ CPU/GPU library …
Julia: A fresh approach to numerical computing
Bridging cultures that have often been distant, Julia combines expertise from the diverse
fields of computer science and computational science to create a new approach to …
fields of computer science and computational science to create a new approach to …
PTRAJ and CPPTRAJ: software for processing and analysis of molecular dynamics trajectory data
We describe PTRAJ and its successor CPPTRAJ, two complementary, portable, and freely
available computer programs for the analysis and processing of time series of three …
available computer programs for the analysis and processing of time series of three …
Modal analysis of fluid flows: An overview
SIMPLE aerodynamic configurations under even modest conditions can exhibit complex
flows with a wide range of temporal and spatial features. It has become common practice in …
flows with a wide range of temporal and spatial features. It has become common practice in …