enhanced sampling techniques

What is the Principle Behind Umbrella Sampling?

Umbrella sampling involves dividing the reaction coordinate into several overlapping windows, each sampled independently with a bias potential that restrains the system within the window. The data from these windows are then combined using techniques such as the Weighted Histogram Analysis Method (WHAM) to reconstruct the free energy profile along the reaction coordinate. This method is effective for studying processes with high-energy barriers, such as catalytic reactions and conformational changes.

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