MACHINE learningPARTICLE physicsModern machine learning (ML) techniques are ubiquitous in the field of particle physics. These ML models are primarily meant for exploiting large amounts of high-dimensional data to reduce complexity and extract as much information as possible from data. This special ...
• Statistical physics: simulation of systems with many interacting particles, optimization algorithms, etc.The special issue will also explore the theoretical and experimental aspects of computational physics. We encourage submissions that discuss the use of machine learning, quantum computing, and other...
The physics of the glass transition and amorphous materials continues to attract the attention of a wide research community after decades of effort. Supercooled liquids and glasses have been studied numerically since the advent of molecular dynamics and Monte Carlo simulations, and computer studies have...
American science,especially the physical sciences,was a colonial outpost of Europe.Americans had a little distinction in the 18th and 19th centuries.There
Nevertheless we, the mathematicians and computational mathematicians/physicists, are ever learning and ever improving the model and ever attempting to come as close as possible to those activities and NMA. Our mathematics, physics, and computational mathematics may never come reasonably close to NMA/...
can be for instance the rapid development in the period [1985, 1989] of the new research area “astroparticle physics”, emerging at the intersection of particle physics, astronomy and astrophysics38, and which mainly combines the knowledge from fieldsEPFandGAA. As an evidence of this rapid deve...
The ROME (Refinement and Optimization via Machine lEarning for cryo-EM) software package is a parallel computing software system dedicated for high-resolution cryo-EM structure determination and data analysis, which implements advanced machine learning a
I actually studied a beginners machine learning course on YT and did all the programming exercises just to get a feel for how it works. I have also worked through a book. It was fun to revisit some of the math I studied back in the day, but applied in new...
Discover the latest articles and news from researchers in related subjects, suggested using machine learning. Artificial Intelligence 1 Introduction These days, it’s common to hear the term “meta,” which means “deeper” or “notably greater level.” The ongoing improvement of heuristic algorithms...
Binary complex plasmas consist not only plasma components including electrons, ions and neutrals but also mesoscopic solid particles of two types in terms