Book Details


Protein 3D-structure prediction / Moustafa Al Lahham ; Amjad Al Fawal ; Abd Allah Jawish ; Hazem Al Assadi

Publication year: 2019

ISBN: CCE00002

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Protein plays a major role in every cell it is responsible for every function in our body and every living being in their body. consisting of one or more long chains of amino acid residues. The 3D structure is responsible for the function of a protein, predicting the 3D structure it is a challenge for scientists and researchers by using AI systems and neural networks technics it's becoming a trend for reducing the time and cost, also helping scientists to understand how proteins act in real life a lot of universities around the world and institution they are competes to build a model and solution to help with predicting the proteins they invented CASP competition for this purpose it happens every two years, tomake the ability to predict protein’s 3D structure by sequences of amino acids this all happens by learning and calculating the distance between atoms and understanding the correlation between amino acids by using neural networks consists of bi directional LSTM to understand the sequence.

Subject: Computer Sceince, Protein, Protein structure, Artificial neural networks, 3D Structure, Artificial intelligence