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Keywords: deep learning
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Articles
The breakthrough in protein structure prediction
Open Access
Journal:
Biochemical Journal
Biochem J (2021) 478 (10): 1885–1890.
Published: 24 May 2021
... Library. AlphaFold2 artificial intelligence CASP deep learning protein folding problem protein structure prediction One of the key pieces of information required to understand a biological process is the structure of its constitutive proteins, but experimental approaches to structure...
Articles
Journal:
Biochemical Journal
Biochem J (2020) 477 (23): 4559–4580.
Published: 08 December 2020
..., driverless cars, and world-leading performance in games such as Go; it can also be applied to the solution of inverse problems in chemical biology. In particular, recent developments in deep learning admit the in silico generation of candidate molecular structures and the prediction of their properties...
Articles
Aishat Akere, Serena H. Chen, Xiaohan Liu, Yanger Chen, Sarath Chandra Dantu, Alessandro Pandini, Debsindhu Bhowmik, Shozeb Haider
Journal:
Biochemical Journal
Biochem J (2020) 477 (15): 2791–2805.
Published: 07 August 2020
... donor substrate recognition than wildtype UGTs. Molecular dynamics simulations and deep learning analysis identified structural differences, which drive substrate preferences. The design of these UGTs with broader substrate specificity may play important role in biotechnological and industrial...
Includes: Supplementary data