Developing a Generative Model Utilizing Self‐attention Networks: Application to Materials/Drug Discovery
Sign Up to like & getrecommendations! Published in 2021 at "Molecular Informatics"
DOI: 10.1002/minf.202100102
Abstract: A new generative model, in which the Variational Autoencoder network is combined with the Transformer architecture, is developed. The proposed model, the Variational Autoencoding Transformer (VAT), is applied to the task of generating molecules, showing… read more here.
Keywords: drug discovery; model; materials drug; generative model ... See more keywords
Mechanoresponsive materials for drug delivery: Harnessing forces for controlled release☆
Sign Up to like & getrecommendations! Published in 2017 at "Advanced Drug Delivery Reviews"
DOI: 10.1016/j.addr.2016.11.001
Abstract: ABSTRACT Mechanically‐activated delivery systems harness existing physiological and/or externally‐applied forces to provide spatiotemporal control over the release of active agents. Current strategies to deliver therapeutic proteins and drugs use three types of mechanical stimuli: compression,… read more here.
Keywords: drug delivery; delivery; mechanoresponsive materials; materials drug ... See more keywords
Special Issue: Advanced Materials in Drug Release and Drug Delivery Systems
Sign Up to like & getrecommendations! Published in 2021 at "Materials"
DOI: 10.3390/ma14041042
Abstract: Development of new drug molecules is costly and requires longitudinal, wide-ranging studies; therefore, designing advanced pharmaceutical formulations for existing and well-known drugs seems to be an attractive device for the pharmaceutical industry [...]. read more here.
Keywords: advanced materials; drug; drug release; issue advanced ... See more keywords
Mesoporous Materials for Drug Delivery and Theranostics
Sign Up to like & getrecommendations! Published in 2020 at "Pharmaceutics"
DOI: 10.3390/pharmaceutics12111108
Abstract: Mesoporous materials, especially those made of silica or silicon, are capturing great interest in the field of nanomedicine [...]. read more here.
Keywords: drug delivery; delivery theranostics; materials drug; mesoporous materials ... See more keywords