cDFT LAB
●─f₁₂─●∘

Our logo is a Mayer f-bond, $f_{12}=e^{-\beta u(r_{12})}-1$, with continuation into the many-body fluid.

Classical density functional theory (cDFT) & learned functionals for fluids.

• Physics-first: variational structure, nonlocality, reproducible numerics.
• Learning augments the baseline; it does not replace the physics.
• Focus: bridging particle and continuum scales.

• Paper artefacts: reproducible scripts/configs to regenerate figures & tables.
• Core toolbox: solvers, reference functionals, discretisation utilities.
• Learned components: constrained corrections (kernels, EOS scalers, parameter maps).

• Learning Density Functionals to Bridge Particle and Continuum Scales (Monti, Yatsyshin, et al.)

• Peter Yatsyshin
• Edoardo Monti