Rational Polynomial Chaos Expansions for the Stochastic Macromodeling of Network Responses
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Transactions on Circuits and Systems I: Regular Papers"
DOI: 10.1109/tcsi.2019.2942109
Abstract: This paper introduces rational polynomial chaos expansions for the stochastic modeling of the frequency-domain responses of linear electrical networks. The proposed method models stochastic network responses as a ratio of polynomial chaos expansions, rather than… read more here.
Keywords: rational polynomial; polynomial chaos; chaos expansions; network responses ... See more keywords
Drug discovery for psychiatric disorders using high-content single-cell screening of signaling network responses ex vivo
Sign Up to like & getrecommendations! Published in 2019 at "Science Advances"
DOI: 10.1126/sciadv.aau9093
Abstract: High-content functional screening of primary patient blood cells reveals repurposed psychiatric drug candidates. There is a paucity of efficacious new compounds to treat neuropsychiatric disorders. We present a novel approach to neuropsychiatric drug discovery based… read more here.
Keywords: signaling network; drug; network responses; drug discovery ... See more keywords