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Use cases for emerging quantum computing platforms become economically relevant as the efficiency of processing and availability of quantum computers increase. We assess the performance of Restricted Boltzmann Machines (...

We present a general unified approach for the study of quantum thermal machines, including both heat engines and refrigerators, operating under periodic adiabatic driving and in contact with thermal reservoirs kept at di...

Ising machines, including quantum annealing machines, are promising next-generation computers for combinatorial optimization problems. However, due to hardware limitations, most Ising-type hardware can only solve objecti...

Abstract A description of the ab initio quantum chemistry package GAMESS is presented. Chemical systems containing atoms through radon can be treated with wave functions ranging from the simplest closed‐shell case up t...

Materie / parole chiave: quantum systems, quantum machines, quantum information, quantum metamaterials; Science: Physics: Optics. Light; Science: Physics: Atomic physics. Constitution and properties of matter

Materie / parole chiave: quantum information, quantum science, quantum technology, quantum computing, quantum communication, quantum materials; Science: Physics; Science: Mathematics: Instruments and machines: Electronic computers. Computer scie...

Materie / parole chiave: quantum computing, quantum communication, quantum information theory, quantum networks; Science: Physics; Science: Mathematics: Instruments and machines: Electronic computers. Computer science

Materie / parole chiave: electrical and electronics engineering, computer science, signal processing, biomedical electronics and bioinformatics, electronic materials and devices, quantum technology; Science: Mathematics: Instruments and machines...

Materie / parole chiave: artificial intelligence and machine learning in systems, big data and analytics, quantum computing and emerging systems, distributed and cloud computing, cybersecurity and cryptography, blockchain and decentralized syste...

Materie / parole chiave: theoertical computer science, computational complexity, quantum computing, algorithms, communication complexity; Science: Mathematics: Instruments and machines: Electronic computers. Computer science

Materie / parole chiave: Science: Physics; Science: Mathematics: Instruments and machines: Electronic computers. Computer science: Computer software

Previous article Next article An Algorithm for Least-Squares Estimation of Nonlinear ParametersDonald W. MarquardtDonald W. Marquardthttps://doi.org/10.1137/0111030PDFPDF PLUSBibTexSections ToolsAdd to favoritesExport Ci...

A comprehensive and self-contained introduction to Gaussian processes, which provide a principled, practical, probabilistic approach to learning in kernel machines.

We consider the problem of classifying documents not by topic, but by overall sentiment, e.g., determining whether a review is positive or negative. Using movie reviews as data, we find that standard machine learning tec...