Using Neural Networks for a Universal Framework for Agent-based Models
Sign Up to like & getrecommendations! Published in 2021 at "Mathematical and Computer Modelling of Dynamical Systems"
DOI: 10.1080/13873954.2021.1889609
Abstract: Traditional agent-based modelling is mostly rule-based. For many systems, this approach is extremely successful, since the rules are well understood. However, for a large class of systems it is dif... read more here.
Keywords: agent; neural networks; using neural; agent based ... See more keywords
A universal framework for single-cell multi-omics data integration with graph convolutional networks
Sign Up to like & getrecommendations! Published in 2023 at "Briefings in Bioinformatics"
DOI: 10.1093/bib/bbad081
Abstract: Abstract Single-cell omics data are growing at an unprecedented rate, whereas effective integration of them remains challenging due to different sequencing methods, quality, and expression pattern of each omics data. In this study, we propose… read more here.
Keywords: cell; universal framework; integration; single cell ... See more keywords
Universal Framework for Record Ages under Restart.
Sign Up to like & getrecommendations! Published in 2022 at "Physical review letters"
DOI: 10.1103/physrevlett.130.157101
Abstract: We propose a universal framework to compute record age statistics of a stochastic time series that undergoes random restarts. The proposed framework makes minimal assumptions on the underlying process and is furthermore suited to treat… read more here.
Keywords: framework record; universal framework; time series; framework ... See more keywords
Toward a universal framework for evaluating transport resistances and driving forces in membrane-based desalination processes
Sign Up to like & getrecommendations! Published in 2023 at "Science Advances"
DOI: 10.1126/sciadv.ade0413
Abstract: Desalination technologies using salt-rejecting membranes are a highly efficient tool to provide fresh water and augment existing water supplies. In recent years, numerous studies have worked to advance a variety of membrane processes with different… read more here.
Keywords: universal framework; membrane based; desalination; based desalination ... See more keywords