Systematic Validation of Protein Force Fields against Experimental Data
D. E. Shaw Research · Columbia University
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Abstract
Molecular dynamics simulations provide a vehicle for capturing the structures, motions, and interactions of biological macromolecules in full atomic detail. The accuracy of such simulations, however, is critically dependent on the force field--the mathematical model used to approximate the atomic-level forces acting on the simulated molecular system. Here we present a systematic and extensive evaluation of eight different protein force fields based on comparisons of experimental data with molecular dynamics simulations that reach a previously inaccessible timescale. First, through extensive comparisons with experimental NMR data, we examined the force fields' abilities to describe the structure and…
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6Topics & keywords
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Keywords
- Force field (fiction)
- Molecular dynamics
- Biological system
- Experimental data
- Statistical physics
- Physics
- Field (mathematics)
- Computer science
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