200 citations · 2.1k across the 59 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,…
cond-mat.soft2019★ 5 cited
Nematic and gas-liquid transitions for sticky rods on square and cubic lattices
P. Quiring, M. Klopotek, M. Oettel
Using grand-canonical Monte Carlo simulations, we investigate the phase diagram of hard rods of length with additional contact (sticky) attractions on square and cubic lattices…