Elucidating the functional roles of prokaryotic proteins using big data and artificial intelligence

Z Ardern, S Chakraborty, F Lenk… - FEMS Microbiology …, 2023 - academic.oup.com
Annotating protein sequences according to their biological functions is one of the key steps
in understanding microbial diversity, metabolic potentials, and evolutionary histories …

[HTML][HTML] Protein subcellular localization prediction tools

M Gillani, G Pollastri - Computational and Structural Biotechnology Journal, 2024 - Elsevier
Protein subcellular localization prediction is of great significance in bioinformatics and
biological research. Most of the proteins do not have experimentally determined localization …

[HTML][HTML] Machine learning: a suitable method for biocatalysis

PS Sampaio, P Fernandes - Catalysts, 2023 - mdpi.com
Biocatalysis is currently a workhorse used to produce a wide array of compounds, from bulk
to fine chemicals, in a green and sustainable manner. The success of biocatalysis is largely …

[HTML][HTML] Integrative Bioinformatics Approaches Indicate a Particular Pattern of Some SARS-CoV-2 and Non-SARS-CoV-2 Proteins

C Chakraborty, M Bhattacharya, S Chatterjee… - Vaccines, 2022 - mdpi.com
Pattern recognition plays a critical role in integrative bioinformatics to determine the
structural patterns of proteins of viruses such as SARS-CoV-2. This study identifies the …

Protein Structural Prediction based on hybridization of PSOFFA and CNN-BILSTM

S Kaur, J Kaur, A Sharma, R Kaur - … Conference on Computing …, 2022 - ieeexplore.ieee.org
Protein can be grouped in various classes like A (All±), B (All 2), C (±+ 2), and D (±/2).
Numerous academics are working to increase the prediction accuracy, the fundamental …

[HTML][HTML] Energy Profile Bayes and Thompson Optimized Convolutional Neural Network protein structure prediction

V Nallasamy, M Seshiah - Neural Computing and Applications, 2023 - Springer
In living organisms, proteins are considered as the executants of biological functions. Owing
to its pivotal role played in protein folding patterns, comprehension of protein structure is a …

Progress and Research Trends of Artificial Intelligence Incorporation in Protein Structure Prediction

M Lau - 2024 IEEE 3rd International Conference on Computing …, 2024 - ieeexplore.ieee.org
Protein synthesis is closely regulated in nature, and in the field of protein design, scientists
have attempted to understand and replicate those processes due to the importance of …

[PDF][PDF] Machine Learning: A Suitable Method for Biocatalysis. Catalysts 2023, 13, 961

PS Sampaio, P Fernandes - 2023 - researchgate.net
Biocatalysis is currently a workhorse used to produce a wide array of compounds, from bulk
to fine chemicals, in a green and sustainable manner. The success of biocatalysis is largely …