Algorithms for Computational Structural Biology

Instructor: Christopher James Langmead, Department of Computer Science, Carnegie Mellon University


Textbook (optional): Molecular Modeling and Simulation: An Interdisciplinary Guide. Tamar Schlick

Lectures: Tuesdays and Thursdays 12-1:20, GHC 4101, CMU

Discussion Group

Syllabus
 Date Module Topic Slides and Reading
 Assignment
 1/12 Introduction Challenges and History of Structural Biology slides 
 1/14 Background Physics and Chemistry
 background slides
 
 1/19  Amino Acids and Proteins slides, supplemental notes
 
 1/21  Internal vs Free Energy  slides
                 
 1/26  Structure Determination: XRC, NMR, CryoEM slides 1st assignment
 1/28Static Analysis and Modeling Force Fields and Fast Electrostatic Calculations slides
 
 2/2
 Elastic Network Models
 slides ANM mass-spring1 mass-spring2
 
 2/4  Multivariate Optimization
 slides, superposition
 
 2/9  Snow Day!!!
  
 2/11  Structural Bioinformatics; Rigid Aligment
 slides 
 2/16  Ab initio structure prediction slides 1st assignment due
 2/18  Fast Electrostatics (part 2) slides PME paper FMM tutorial
 
 2/23  Algebraic Geometry
 slides 
 2/25  Structure Comparison and Alignment
 slides 
 3/2  Homology Modeling slides
 2nd assignment
 3/4  Threading slides 
 3/9  no class, Spring Break
  
 3/11  no class, Spring Break  
 3/16  Graphical Models 1
 slides 
 3/18  Graphical Models 2 slides 2nd assignment due
 3/23  Graphical Models 3
 slides 
 3/25  Protein Design
 slides 
 3/30  Drug Design
 slides 
 4/1 Dynamic Modeling and Analysis Molecular Dynamics slides 3rd assignment
 4/6  Monte Carlo
 slides 
 4/8  Analyzing MD Data; Free Energy Calculations slides 
 4/13  Coarse Grained Simulation 1
 slides 
 4/15  no class, Carnival
  
 4/20  Coarse Grained Simulation 2
 slides 
 4/22  Multiscale;Distributed Computing
 slides 
 4/27  Class presentations
  
 4/29  Class presentations  3rd assignment due


                                        


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