AIMC Topic: Molecular Biology
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Enhancing scientific discoveries in molecular biology with deep generative models.
Molecular systems biology
Sep 1, 2020
Generative models provide a well-established statistical framework for evaluating uncertainty and deriving conclusions from large data sets especially in the presence of noise, sparsity, and bias. Initially developed for computer vision and natural l...
Towards Machine Learning in Molecular Biology.
Mathematical biosciences and engineering : MBE
Mar 19, 2020
Conceptual Challenges in the Theoretical Foundations of Systems Biology.
Methods in molecular biology (Clifton, N.J.)
Jan 1, 2018
In the last decade, Systems Biology has emerged as a conceptual and explanatory alternative to reductionist-based approaches in molecular biology. However, the foundations of this new discipline need to be fleshed out more carefully. In this paper, w...
What is information?
Philosophical transactions. Series A, Mathematical, physical, and engineering sciences
Mar 13, 2016
Molecular biology is based on two great discoveries: the first is that genes carry hereditary information in the form of linear sequences of nucleotides; the second is that in protein synthesis a sequence of nucleotides is translated into a sequence ...
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