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Concept

Protein function prediction

Related lectures (32)

Protein Co-evolutionary Analysis Log in to Mediaspace to watch this video

Explores protein co-evolutionary analysis, covering protein functions, folding, correlations, DCA, and structure prediction tools like AlphaFold 2.

Enzyme Inhibitors: Drug Design and Tools Log in to Mediaspace to watch this video

Explores enzyme inhibitors as drugs, drug design, and protein function, including activity-based protein profiling and genome probing tools.

Protein Residue Coevolution Analysis Log in to Mediaspace to watch this video

Delves into analyzing residue coevolution in protein families to capture native contacts and predict spatial proximity and protein interactions.

Protein Domains & Interactions Log in to Mediaspace to watch this video

Explores protein interactions, domains, scaffolds, and signaling networks in cellular biology.

Chemical Reaction Prediction: Molecular Transformer Log in to Mediaspace to watch this video

Explores chemical reaction prediction using generative models and molecular transformers, emphasizing the importance of molecular language processing and stereochemistry.

Protein Design: Enzyme and Biosensor Engineering Log in to Mediaspace to watch this video

Explores novel enzyme and biosensor design for catalysis and ligand detection.

Hypergraphs and Link Prediction: Statistical Analysis of Network Data Log in to Mediaspace to watch this video

Covers hypergraphs, complete hypergraphs, link prediction, and scoring methods in network data analysis.

Link Prediction: Knowledge Inference Log in to Mediaspace to watch this video

Discusses link prediction in knowledge graphs and models like TransE.

Protein Structure Prediction: AlphaFold Evolution and OpenFold Insights Log in to Mediaspace to watch this video

Explores the evolution of protein structure prediction with AlphaFold models and introduces OpenFold insights.

Metastable Materials: New Perspectives on Discovery Log in to Mediaspace to watch this video

Explores challenges in identifying useful metastable materials and discusses concepts like structure predictions, ensemble probabilities, and mapping algorithms.

Advanced Physics I: Brayton Cycle and Air Density Log in to Mediaspace to watch this video

Explores the Brayton cycle, air density variations, and forces in motion.

Engineering Proteins: Structure, Function, and Applications Log in to Mediaspace to watch this video

Covers the structure, function, and engineering of proteins, emphasizing their biological significance and applications in biotechnology.