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Research Output

2020
Open Access
File
75 Downloads (Pure)
2019

Combining metabolic modelling with machine learning accurately predicts yeast growth rate

Culley, C., Vijayakumar, S., Zampieri, G. & Angione, C., Jun 2019, (Accepted/In press).

Research output: Contribution to conferencePaper

Open Access
File
313 Downloads (Pure)

Machine and deep learning meet genome-scale metabolic modeling

Zampieri, G., Vijayakumar, S., Yaneske, E. & Angione, C., 11 Jul 2019, In : PLoS Computational Biology. 15, 7, 29 p., e1007084.

Research output: Contribution to journalArticle

Open Access
File
129 Downloads (Pure)

Social Dynamics Modeling of Chrono-nutrition

Di Stefano, A., Scata, M., Vijayakumar, S., Angione, C., La Corte, A. & Lio, P., 30 Jan 2019, In : PLoS Computational Biology. 15, 1, p. e1006714 e1006714.

Research output: Contribution to journalArticle

Open Access
174 Downloads (Pure)
2018

Optimisation of multi-omic genome-scale models: methodologies, hands-on tutorial and perspectives

Vijayakumar, S., Conway, M., Lió, P. & Angione, C., 1 Jan 2018, Metabolic Network Reconstruction and Modeling. Springer, p. 389-408

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
File
78 Downloads (Pure)

Optimization of multi-omic genome-scale models: Methodologies, hands-on tutorial, and perspectives

Vijayakumar, S., Conway, M., Lió, P. & Angione, C., 1 Jan 2018, Methods in Molecular Biology. Humana Press Inc., p. 389-408 20 p. (Methods in Molecular Biology; vol. 1716).

Research output: Chapter in Book/Report/Conference proceedingChapter

1 Citation (Scopus)
2017
135 Downloads (Pure)
Open Access
File
15 Downloads (Pure)

Seeing the wood for the trees: a forest of methods for optimisation and omic-network integration in metabolic modelling

Vijayakumar, S., Conway, M., Lió, P. & Angione, C., 30 May 2017, In : Briefings in Bioinformatics. 19, 6, p. 1218–1235

Research output: Contribution to journalArticle

Open Access
File
92 Downloads (Pure)