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pro vyhledávání: '"Durkin, Alex"'
Physics informed neural networks (PINNs) have recently been proposed as surrogate models for solving process optimization problems. However, in an active learning setting collecting enough data for reliably training PINNs poses a challenge. This stud
Externí odkaz:
http://arxiv.org/abs/2402.13588
Autor:
Durkin, Alex, Guo, Miao
Wastewater systems are transitioning towards integrative process systems to recover multiple resources whilst simultaneously satisfying regulations on final effluent quality. This work contributes to the literature by bringing a systems-thinking appr
Externí odkaz:
http://arxiv.org/abs/2305.05743
Publikováno v:
In Computers and Chemical Engineering March 2024 182
Akademický článek
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Publikováno v:
In Computer Aided Chemical Engineering 2022 49:1243-1248
Autor:
Durkin, Alex1 (AUTHOR), Taptygin, Ivan1 (AUTHOR), Kong, Qingyuan1 (AUTHOR), Gunam Resul, Mohamad F. M.2 (AUTHOR), Rehman, Abdul2 (AUTHOR), Fernández, Ana M. L.2 (AUTHOR), Harvey, Adam P.2 (AUTHOR), Shah, Nilay1 (AUTHOR) n.shah@imperial.ac.uk, Guo, Miao1 (AUTHOR) miao.guo@imperial.ac.uk
Publikováno v:
ChemistryOpen. Jun2019, Vol. 8 Issue 6, p668-688. 21p.
Publikováno v:
Current opinion in biotechnology. 76
Food-processing wastewater (FPWW), as opposed to solid residues, occurs extensively throughout the world, and has considerable potential for resource recovery (RR), however, at present, it is severely underutilized. This paper serves as a suggested '
Publikováno v:
In Computer Aided Chemical Engineering 2020 48:1039-1044
Akademický článek
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Autor:
Durkin, Alex1 (AUTHOR), Taptygin, Ivan1 (AUTHOR), Kong, Qingyuan1 (AUTHOR), Gunam Resul, Mohamad F. M.2 (AUTHOR), Rehman, Abdul2 (AUTHOR), Fernández, Ana M. L.2 (AUTHOR), Harvey, Adam P.2 (AUTHOR), Shah, Nilay1 (AUTHOR) n.shah@imperial.ac.uk, Guo, Miao1 (AUTHOR) miao.guo@imperial.ac.uk
Publikováno v:
ChemistryOpen. Jun2019, Vol. 8 Issue 6, p657-657. 1p.