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Molecular Dynamics Simulation and Analysis workshop

Schedule

The course is constituted of lectures (L1-8) and practical (P) sessions, subdivided in two units. Unit 1 is dedicated to providing foundations on protein structure and their preparation for molecular dynamics (MD) simulation. Unit 2 is dedicated to describing means of extracting information from the MD simulation of a protein.

Unit 1: Simulation Preparation

Session Materials
L1: Introduction to Proteins Lecture Slides
L2: Understanding Protein Systems Lecture Slides
P: Understanding Protein Systems, contd. Webserver
L3: Protein-Ligand Docking Lecture Slides
P: Protein-Ligand Docking Docking
L4: Simulation Setup Lecture Slides
P: Simulation Setup Simulation

Unit 2: Simulation Anaylsis

Session Materials
L5: Simulation Basic Analyses Lecture Slides
P: Simulation Basic Analyses Analysis_0
L6: Dimensionality Reduction Lecture Slides
P: Dimensionality Reduction, part 1 Analysis_1
P: Dimensionality Reduction, part 2 Analysis_2
L7: Clustering Lecture Slides
P: Clustering Analysis_3
L8: Data Classification Lecture Slides
P: Data Classification Analysis_4

Running the workshop

Pre-requisites

The workshop assumes the participant has a working knowledge of Jupyter notebooks, Python (especially the NumPy library, and the bash shell).

Google Colab

The workshop is designed to run on Google Colab and all workshop notebooks run directly from your browser, no installation is required. In particular, please note that the Open Force Field material in the Jupyter notebook of session 4_Simulation_Setup will not natively run on Windows machines. For extra information see here.

Setting up your own Python environment

Instructions for setting up your environment to run this workshop locally are provided in INSTALL.md. A full list of the required Python packages can be seen inside environment.yml.

Licenses

  • The MDAnalysis logo and its derivatives are licensed under the Creative Commons Attribution-NoDerivs 3.0 Unported License.
  • The MDAnalysis material in folder 5_* is licenced under CC-BY 4.0 Creative Commons Licence
  • The Docking material in folder 3_* is licensed under and Apache-2.0 and MIT license.
  • The Open Force Field material in folder 4_* is licensed under MIT license.
  • Material in folders 1_*, 2_*, 6_*, 7_* 8_*, and 9_* is licenced under CC-BY-SA 4.0. Creative Commons Licence

Authors