Search Results for author: Shang-Chun Lin

Found 2 papers, 1 papers with code

Analytical classical density functionals from an equation learning network

1 code implementation28 Oct 2019 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, in one dimension .

BIG-bench Machine Learning

Phase diagrams and crystal-fluid surface tensions in additive and nonadditive two-dimensional hard disk mixtures

no code implementations9 May 2018 Shang-Chun Lin, Martin Oettel

Using density functionals from fundamental measure theory, phase diagrams and crystal-fluid surface tensions in additive and nonadditive (Asakura-Oosawa model) two-dimensional hard disk mixtures are determined for the whole range of size ratios $q$ between disks, assuming random disorder in the crystal phase.

Soft Condensed Matter

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