Active learning of digenic functions with boolean matrix logic programming

Autor: Ai, Lun, Muggleton, Stephen H., Liang, Shi-shun, Baldwin, Geoff S.

We apply logic-based machine learning techniques to facilitate cellular engineering and drive biological discovery, based on comprehensive databases of metabolic processes called genome-scale metabolic network models (GEMs). Predicted host behaviours

Externí odkaz: http://arxiv.org/abs/2408.14487

Boolean matrix logic programming for active learning of gene functions in genome-scale metabolic network models

Autor: Ai, Lun, Muggleton, Stephen H., Liang, Shi-Shun, Baldwin, Geoff S.

Techniques to autonomously drive research have been prominent in Computational Scientific Discovery, while Synthetic Biology is a field of science that focuses on designing and constructing new biological systems for useful purposes. Here we seek to

Externí odkaz: http://arxiv.org/abs/2405.06724

Automated Biodesign Engineering by Abductive Meta-Interpretive Learning

Autor: Dai, Wang-Zhou, Hallett, Liam, Muggleton, Stephen H., Baldwin, Geoff S.

The application of Artificial Intelligence (AI) to synthetic biology will provide the foundation for the creation of a high throughput automated platform for genetic design, in which a learning machine is used to iteratively optimise the system throu

Externí odkaz: http://arxiv.org/abs/2105.07758

Individual and Self in the Late Renaissance

Autor: Baldwin, Geoff

Publikováno v: The Historical Journal, 2001 Jun 01. 44(2), 341-364.

Externí odkaz: https://www.jstor.org/stable/3133611

Comparative analysis of three studies measuring fluorescence from engineered bacterial genetic constructs.

Autor: Beal, Jacob¹ (AUTHOR) jakebeal@ieee.org, Baldwin, Geoff S.² (AUTHOR) jakebeal@ieee.org, Farny, Natalie G.³ (AUTHOR) jakebeal@ieee.org, Gershater, Markus⁴ (AUTHOR) jakebeal@ieee.org, Haddock-Angelli, Traci⁵ (AUTHOR) jakebeal@ieee.org, Buckley-Taylor, Russell² (AUTHOR), Dwijayanti, Ari² (AUTHOR), Kiga, Daisuke⁶ (AUTHOR), Lizarazo, Meagan⁵ (AUTHOR), Marken, John⁷ (AUTHOR), de Mora, Kim⁵ (AUTHOR), Rettberg, Randy⁵ (AUTHOR), Sanchania, Vishal⁴ (AUTHOR), Selvarajah, Vinoo⁵ (AUTHOR), Sison, Abigail⁵ (AUTHOR), Storch, Marko⁸ (AUTHOR), Workman, Christopher T.⁹ (AUTHOR)

Publikováno v: PLoS ONE. 6/7/2021, Vol. 16 Issue 6, p1-15. 15p.