Combining machine learning with computational fluid dynamics using OpenFOAM and SmartSim
Sign Up to like & getrecommendations! Published in 2024 at "Meccanica"
DOI: 10.1007/s11012-024-01797-z
Abstract: Combining machine learning (ML) with computational fluid dynamics (CFD) opens many possibilities for improving simulations of technical and natural systems. However, CFD+ML algorithms require exchange of data, synchronization, and calculation on heterogeneous hardware, making their… read more here.
Keywords: combining machine; learning computational; machine learning; openfoam smartsim ... See more keywords
NIC: An innovative supervised machine learning computational framework having network‐based interactional connections
Sign Up to like & getrecommendations! Published in 2021 at "Computational Intelligence"
DOI: 10.1111/coin.12472
Abstract: Models based on computational intelligence have many applications in various problems. Such systems are generally set up and designed based on a collection of data and information. In some real problems, the implementation of experimental… read more here.
Keywords: machine learning; network based; computational framework; learning computational ... See more keywords
Recognizing the power of machine learning and other computational methods to accelerate progress in small molecule targeting of RNA
Sign Up to like & getrecommendations! Published in 2023 at "RNA"
DOI: 10.1261/rna.079497.122
Abstract: RNA structures regulate a wide range of processes in biology and disease, yet small molecule chemical probes or drugs that can modulate these functions are rare. Machine learning and other computational methods are well poised… read more here.
Keywords: small molecule; rna; learning computational; machine learning ... See more keywords
Developmental Changes in Learning: Computational Mechanisms and Social Influences
Sign Up to like & getrecommendations! Published in 2017 at "Frontiers in Psychology"
DOI: 10.3389/fpsyg.2017.02048
Abstract: Our ability to learn from the outcomes of our actions and to adapt our decisions accordingly changes over the course of the human lifespan. In recent years, there has been an increasing interest in using… read more here.
Keywords: learning computational; computational mechanisms; developmental changes; computational models ... See more keywords
Special Issue on Recent Advances in Machine Learning and Computational Intelligence
Sign Up to like & getrecommendations! Published in 2023 at "Applied Sciences"
DOI: 10.3390/app13085078
Abstract: Machine learning and computational intelligence are currently high-profile research areas attracting the attention of many researchers [...] read more here.
Keywords: computational intelligence; learning computational; machine learning; special issue ... See more keywords