249 citations · 928 across the 13 of their papers we have counts for
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physics.chem-ph2017★ 23 cited
A study of the morphology, dynamics, and folding pathways of ring polymers with supramolecular topological constraints using molecular simulation and nonlinear manifold learning
Jiang Wang, Andrew Ferguson
Ring polymers are prevalent in natural and engineered systems, including circular bacterial DNA, crown ethers for cation chelation, and mechanical nanoswitches. The morphology and…
stat.ML2017★ 37 cited
Landmark Diffusion Maps (L-dMaps): Accelerated manifold learning out-of-sample extension
Andrew W. Long, Andrew L. Ferguson
Diffusion maps are a nonlinear manifold learning technique based on harmonic analysis of a diffusion process over the data. Out-of-sample extensions with computational complexity $…