Simulation-assisted design of a catalytic hydrogenation reactor for plastic pyrolysis fuels
Sign Up to like & getrecommendations! Published in 2020 at "Fuel"
DOI: 10.1016/j.fuel.2020.119400
Abstract: Abstract An enhancement of the properties of pyrolysis liquids (PL) from municipal plastic waste (mainly low-density polyethylene) by catalytic hydrotreatment is required to obtain automotive quality fuels. In this context, we report the design of… read more here.
Keywords: simulation assisted; hydrogenation; pyrolysis; reactor ... See more keywords
A time and resource efficient machine learning assisted design of non-fullerene small molecule acceptors for P3HT-based organic solar cells and green solvent selection
Sign Up to like & getrecommendations! Published in 2021 at "Journal of Materials Chemistry A"
DOI: 10.1039/d1ta04742f
Abstract: A time and money efficient machine learning assisted design of non-fullerene small molecule acceptors for P3HT based organic solar cells is reported. Green solvents are also selected using machine learning predicted Hansen solubility parameters. read more here.
Keywords: efficient machine; machine; learning assisted; machine learning ... See more keywords
Rapid deep-learning-assisted design method for 2-bit coding metasurfaces.
Sign Up to like & getrecommendations! Published in 2023 at "Applied optics"
DOI: 10.1364/ao.487867
Abstract: This paper proposes a deep-learning-assisted design method for 2-bit coding metasurfaces. This method uses a skip connection module and the idea of an attention mechanism in squeeze-and-excitation networks based on a fully connected network and… read more here.
Keywords: learning assisted; design; assisted design; deep learning ... See more keywords
Assisted Design of Antibody and Protein Therapeutics (ADAPT)
Sign Up to like & getrecommendations! Published in 2017 at "PLoS ONE"
DOI: 10.1371/journal.pone.0181490
Abstract: Effective biologic therapeutics require binding affinities that are fine-tuned to their disease-related molecular target. The ADAPT (Assisted Design of Antibody and Protein Therapeutics) platform aids in the selection of mutants that improve/modulate the affinity of… read more here.
Keywords: design antibody; affinity; antibody; antibody protein ... See more keywords