Data-driven automated discovery of variational laws hidden in physical systems
Sign Up to like & getrecommendations! Published in 2020 at "Journal of The Mechanics and Physics of Solids"
DOI: 10.1016/j.jmps.2020.103871
Abstract: Abstract The automated discovery of physical laws from discrete noisy data is significant for evaluating the response, stability, and reliability of dynamic systems. In contract to the existing work on the discovery of differential laws,… read more here.
Keywords: data driven; driven automated; discovery variational; automated discovery ... See more keywords
Automated discovery of reprogrammable nonlinear dynamic metamaterials
Sign Up to like & getrecommendations! Published in 2024 at "Nature Materials"
DOI: 10.1038/s41563-024-02008-6
Abstract: Harnessing the rich nonlinear dynamics of highly deformable materials has the potential to unlock the next generation of functional smart materials and devices. However, unlocking such potential requires effective strategies to spatially engineer material architectures… read more here.
Keywords: automated discovery; discovery reprogrammable; reprogrammable nonlinear; dynamic metamaterials ... See more keywords
Tribus: semi-automated discovery of cell identities and phenotypes from multiplexed imaging and proteomic data
Sign Up to like & getrecommendations! Published in 2024 at "Bioinformatics"
DOI: 10.1093/bioinformatics/btaf082
Abstract: Motivation Multiplexed imaging and single-cell analysis are increasingly applied to investigate the tissue spatial ecosystems in cancer and other complex diseases. Accurate single-cell phenotyping based on marker combinations is a critical but challenging task due… read more here.
Keywords: multiplexed imaging; automated discovery; cell; tribus ... See more keywords
Automated discovery of candidate simulation models for steering behavior simulation
Sign Up to like & getrecommendations! Published in 2025 at "SIMULATION"
DOI: 10.1177/00375497241309656
Abstract: Simulation of mobile agents’ steering behavior is needed in many simulation applications. Developing steering behavior simulation models is a complex task because the resulting behaviors need to be realistic, robust, and satisfy specific requirements. This… read more here.
Keywords: automated discovery; behavior simulation; simulation models; simulation ... See more keywords