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20182021
most citedA classical density functional from machine learning and a convolutional neural network

48 citations · 100 across the 4 of their papers we have counts for

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cond-mat.soft2019★ 43 cited

Analytical classical density functionals from an equation learning network

Shang-Chun Lin, Georg Martius, Martin Oettel

We explore the feasibility of using machine learning methods to obtain an analytic form of the classical free energy functional for two model fluids, hard rods and Lennard--Jones,…