Andrew Ferguson

Nonlinear machine learning in simulations of soft and biological materials

Jiang Wang, Andrew L. Ferguson, Andrew Ferguson, 2018 .

Data-driven learning of collective variables to understand and accelerate biomolecular folding

Andrew Ferguson, 2019 .

Machine learning and computation for $\pi$-conjugated oligopeptides: toward in silico design of assembled organic electronics

Andrew Ferguson, Bryce Thurston, 2017 .

Slicing the Sierpiński gasket

Andrew Ferguson, Bal'azs B'ar'any, K'aroly Simon, 2012, 1301.7077.

Recovery of polymer folding landscapes from univariate time series and its dimensionality reduction using machine learning

Jiang Wang, Andrew Ferguson, 2015 .

Molecular enhanced sampling with autoencoders: On-the-fly nonlinear collective variable discovery and accelerated free energy landscape exploration

Wei Chen, Andrew Ferguson, 2018 .