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Lecture
Exploring Evolution: Molecular Evidence and Mechanisms
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Exploring Evolution: Molecular Insights and Protein Comparison
Explores evolution through enzymes, DNA models, and protein comparisons, discussing molecular insights and evolutionary mechanisms.
Protein Structure Prediction: AlphaFold Evolution and OpenFold Insights
Explores the evolution of protein structure prediction with AlphaFold models and introduces OpenFold insights.
Constructing Phylogenetic Trees: UPGMA Algorithm
Covers the UPGMA algorithm for constructing phylogenetic trees and understanding genetic relationships.
Genetics: Inheritance and Evolution
Explores genetics, inheritance, and evolution, covering topics such as human sex determination and molecular evolution theories.
Immune Selection and Cancer Evolution
Delves into immune selection, cancer evolution, neoantigen quality, fitness cost, tumor heterogeneity, and evolutionary predictions.
Catalysis: History and Modern Challenges
Explores the history of catalysis, Nobel Prizes in the field, types of catalysis, and modern challenges.
Understanding Generative Models of Protein Sequences
Explores a unified framework for understanding and evaluating generative sequence models of DNA/RNA or Protein, covering topics like coevolution, conservation, and different models such as GREMLIN and BERT.
Genetic Diversity: Evolution and Mechanisms
Covers genetic diversity's role in evolution, including natural selection, mutation, and speciation.
Phylogenetic Tree Construction
Covers the stages of building a phylogenetic tree using DNA sequences and the UPGMA method.
Random Field Ising Model: Overview and Analysis
Provides an in-depth analysis of the Random Field Ising Model, covering model description, free entropy, and mean field algorithm.