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physics.data-an2015★ 16 cited
Bayesian field theoretic reconstruction of bond potential and bond mobility in single molecule force spectroscopy
Joshua C. Chang, Pak-Wing Fok, Tom Chou
Quantifying the forces between and within macromolecules is a necessary first step in understanding the mechanics of molecular structure, protein folding, and enzyme function and p…
physics.data-an2013★ 8 cited
A path-integral approach to Bayesian inference for inverse problems using the semiclassical approximation
Joshua C Chang, Van Savage, Tom Chou
We demonstrate how path integrals often used in problems of theoretical physics can be adapted to provide a machinery for performing Bayesian inference in function spaces. Such inf…