Tutorial:amm

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Advanced Molecular Modeling Methods


Molecular Mechanics and Force Fields (AMOEBA, AMOEBA+)

Molecular Mechanics and General force fields

Electrostatic:polarizable multipole

Ewald and vdw long range correction

New Generation AMOEBA+ FF

Molecular Dynamics

Lagrangian and Hamiltonian (Ren)

Liouville Equation and Ergodicity

Integrator and constrain

Temperature and Pressure control

Stochastic/Langevin/Brownian/DPD dynamics

Deriving force field parameters for a new molecule/unit

Gaussian and Gromacs and prodrug server (Fonner)

Amber and Antechamber (Chunli)

Metal ion and ligand parameterizations (Oscar) 9/30

QM/MM (Christina)

AMOEBA parameterization

Poltype 2 - Small molecule parameter derivation (2022)

Free Energy

charge correction

Implicit Solvent approach

GB/GK (Jenny 10/12)

PB (APBS)(Yue)

Calculation of molecular surface (Maysam) 10/19

Nonpolar Solvation and hydrophobicity (Jenny 10/21)

Sampling

Free energy simulations (Johnny)

Umbrella sampling and WHAM (Xudong Yang) 2022/08/03

Metadynamics (Cole Allen) 2022/08/31

REMD with Gromacs (Jenny)

Multicanonical and adaptive umbrella sampling (Bruce) 11/4

Non equilibrium method and AFM simulation w Gromacs (Tim) 11/11(out of town on 11/9)

Milestoning (Xudong)

Protein-ligand binding

Protein-Ligand Binding Free Energy (Elizabeth E. Wait) 08/2022

Docking (Glide and gold) and flexibility (Maysam) 11/16

MM/PBSA with amber: theory and application(Chunli) 11/18

FEP/BAR, TI (Oscar) cancelled

see

Free Energy Perturbation
BAR
Thermodynamic Integration
Metadynamics
Orthogonal Space Random Walk

Read books:

  • Molecular Modeling by Andrew Leach
  • Free energy calculations (Chipot et al )
  • And papers by Ren lab.

Electrostatics

Comparative Analysis of RNA And Mfold (David) 11/25

Coarse-grained modeling

Gay-Berne and coarse-grain modeling (Johnny) 11/30

Rigidbody mechanics

Psudo atom RNA model (Bruce) canceled

Reaction Path and TST

Reaction path search (David) canceled

Nudged Elastic Band (NEB) in AMBER (Oscar) canceled

http://ambermd.org/tutorials/advanced/tutorial5/index.htm

http://www.quantumwise.com/documents/manuals/ATK-2008.10/chap.relax.html#chap.relax.neb.intro

Continuum method for biomolecules (Steven) canceled or merged with above

  • Tetrameric mouse acetylcholinesterase: continuum diffusion rate calculations by solving the steady-state Smoluchowski equation using finite element methods

Mar 21, 2005 Zhang D, Suen J, Zhang Y, Song Y, Radic Z, Taylor P, Holst MJ, Bajaj C, Baker NA, McCammon JA. Tetrameric mouse acetylcholinesterase: continuum diffusion rate calculations by solving the steady-state Smoluchowski equation using finite element methods. Biophys J, 88, 1659-1666, 2005.

  • Continuum diffusion reaction rate calculations of wild type and mutant mouse acetylcholinesterase: adaptive finite element analysis

Sep 1, 2004 Song Y, Zhang Y, Bajaj C, Baker NA. Continuum diffusion reaction rate calculations of wild type and mutant mouse acetylcholinesterase: adaptive finite element analysis. Biophys J, 87, 1558-1566, 2004.

  • Finite element solution of the steady-state Smoluchowksi equation for rate constant calculations

Apr 1, 2004 Song Y, Zhang Y, Shen T, Bajaj CL, McCammon JA, Baker NA. Finite element solution of the steady-state Smoluchowksi equation for rate constant calculations. Biophys J, 86, 2017-2029, 2004.

  • Finite element simulations of acetylcholine diffusion in neuromuscular junctions

Dec 12, 2002 Tai K, Bond SD, MacMillan HR, Baker NA, Holst MJ, McCammon JA. Finite element simulations of acetylcholine diffusion in neuromuscular junctions. Biophys J, 84, 2234-2241, 2003.

Online Resource

Gromacs tutorial

http://www.dddc.ac.cn/embo04/#Practicals

AMBER tutorial

http://ambermd.org/tutorial/

http://ambermd.org/tutorials/

Neural Network Potential

Molecular Representations