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cond-mat.mtrl-sci 1

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2024 1

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1D Kinetic Energy Density Functionals learned with Symbolic Regression

cond-mat.mtrl-sci · 2024-12-11 · conditional · novelty 5.0

Symbolic regression rediscovers the exact von Weizsäcker kinetic-energy functional for one electron and Thomas-Fermi-like variants for many electrons in 1D, while showing semi-local forms fail for few-electron systems.

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  • 1D Kinetic Energy Density Functionals learned with Symbolic Regression cond-mat.mtrl-sci · 2024-12-11 · conditional · none · ref 1

    Symbolic regression rediscovers the exact von Weizsäcker kinetic-energy functional for one electron and Thomas-Fermi-like variants for many electrons in 1D, while showing semi-local forms fail for few-electron systems.