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2 changes: 2 additions & 0 deletions feos-dft/CHANGELOG.md
Original file line number Diff line number Diff line change
Expand Up @@ -5,6 +5,8 @@ The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/),
and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).

## [Unreleased]
### Changed
- The 3D DFT functionalities (3D pores, solvation free energy, free-energy-averaged potentials) are hidden behind the new `3d_dft` feature. For the Python package, the feature is always enabled. [#51](https://github.com/feos-org/feos/pull/51)

## [0.3.1] - 2022-08-26
### Changed
Expand Down
11 changes: 6 additions & 5 deletions feos-dft/Cargo.toml
Original file line number Diff line number Diff line change
Expand Up @@ -14,23 +14,24 @@ exclude = ["/.github/*", "*.ipynb"]

[package.metadata.docs.rs]
rustdoc-args = [ "--html-in-header", "./docs-header.html" ]
features = [ "3d_dft" ]

[dependencies]
quantity = { version = "0.5", features = ["linalg"] }
feos-core = { version = "0.3", path = "../feos-core" }
num-dual = "0.5"
ndarray = { version = "0.15", features = ["serde", "rayon"] }
ndarray-stats = "0.5"
ndarray = "0.15"
rustdct = "0.7"
rustfft = "6.0"
ang = "0.6"
num-traits = "0.2"
libc = "0.2"
gauss-quad = "0.1"
libm = "0.2"
gauss-quad = { version = "0.1", optional = true }
petgraph = "0.6"
numpy = { version = "0.16", optional = true }
pyo3 = { version = "0.16", optional = true }

[features]
default = []
python = ["pyo3", "numpy", "feos-core/python"]
3d_dft = ["gauss-quad", "ndarray/rayon"]
python = ["pyo3", "numpy", "feos-core/python", "3d_dft"]
38 changes: 21 additions & 17 deletions feos-dft/src/adsorption/external_potential.rs
Original file line number Diff line number Diff line change
@@ -1,11 +1,14 @@
#[cfg(feature = "3d_dft")]
use crate::adsorption::fea_potential::calculate_fea_potential;
use crate::functional::HelmholtzEnergyFunctional;
#[cfg(feature = "3d_dft")]
use crate::geometry::Geometry;
use feos_core::EosUnit;
use libc::c_double;
use libm::tgamma;
use ndarray::{Array1, Array2, Axis as Axis_nd};
#[cfg(feature = "3d_dft")]
use quantity::{QuantityArray2, QuantityScalar};
use std::f64::consts::PI;
use std::{f64::consts::PI, marker::PhantomData};

const DELTA_STEELE: f64 = 3.35;

Expand Down Expand Up @@ -49,6 +52,7 @@ pub enum ExternalPotential<U> {
rho_s: f64,
},
/// Free-energy averaged potential:
#[cfg(feature = "3d_dft")]
FreeEnergyAveraged {
coordinates: QuantityArray2<U>,
sigma_ss: Array1<f64>,
Expand All @@ -61,6 +65,10 @@ pub enum ExternalPotential<U> {

/// Custom potential
Custom(Array2<f64>),

/// Needed to keep `FreeEnergyAveraged` optional
#[doc(hidden)]
Phantom(PhantomData<U>),
}

/// Parameters of the fluid required to evaluate the external potential.
Expand All @@ -69,6 +77,7 @@ pub trait FluidParameters: HelmholtzEnergyFunctional {
fn sigma_ff(&self) -> &Array1<f64>;
}

#[allow(unused_variables)]
impl<U: EosUnit> ExternalPotential<U> {
// Evaluate the external potential in cartesian coordinates for a given grid and fluid parameters.
pub fn calculate_cartesian_potential<P: FluidParameters>(
Expand Down Expand Up @@ -183,6 +192,7 @@ impl<U: EosUnit> ExternalPotential<U> {
* (2.0 * (sigma_sf[i] / z_grid).mapv(|x| x.powi(9))
- 15.0 * (sigma_sf[i] / z_grid).mapv(|x| x.powi(3))))
}
#[cfg(feature = "3d_dft")]
Self::FreeEnergyAveraged {
coordinates,
sigma_ss,
Expand Down Expand Up @@ -211,7 +221,7 @@ impl<U: EosUnit> ExternalPotential<U> {
*cutoff_radius,
)
}
Self::Custom(_) => unreachable!(),
_ => unreachable!(),
});
}
ext_pot
Expand Down Expand Up @@ -348,6 +358,7 @@ impl<U: EosUnit> ExternalPotential<U> {
* sigma_sf[i].powi(3)
* *rho_s)
}
#[cfg(feature = "3d_dft")]
Self::FreeEnergyAveraged {
coordinates,
sigma_ss,
Expand Down Expand Up @@ -376,7 +387,7 @@ impl<U: EosUnit> ExternalPotential<U> {
*cutoff_radius,
)
}
Self::Custom(_) => unreachable!(),
_ => unreachable!(),
});
}
ext_pot
Expand Down Expand Up @@ -537,6 +548,7 @@ impl<U: EosUnit> ExternalPotential<U> {
* (2.0 / 5.0 * sum_n(10, r_grid, sigma_sf[i], pore_size)
- sum_n(4, r_grid, sigma_sf[i], pore_size)))
}
#[cfg(feature = "3d_dft")]
Self::FreeEnergyAveraged {
coordinates,
sigma_ss,
Expand Down Expand Up @@ -565,7 +577,7 @@ impl<U: EosUnit> ExternalPotential<U> {
*cutoff_radius,
)
}
Self::Custom(_) => unreachable!(),
_ => unreachable!(),
});
}
ext_pot
Expand All @@ -578,17 +590,17 @@ fn phi(n: i32, r_r: &Array1<f64>, sigma_r: f64) -> Array1<f64> {

(1.0 - &r_r.mapv(|r| r.powi(2))).mapv(|r| r.powf(m3n2)) * 4.0 * PI.sqrt() / n2m3
* sigma_r.powf(n2m3)
* gamma(n as f64 - 0.5)
/ gamma(n as f64)
* tgamma(n as f64 - 0.5)
/ tgamma(n as f64)
* taylor_2f1_phi(r_r, n)
}

fn psi(n: i32, r_r: &Array1<f64>, sigma_r: f64) -> Array1<f64> {
(1.0 - &r_r.mapv(|r| r.powi(2))).mapv(|r| r.powf(2.0 - 2.0 * n as f64))
* 4.0
* PI.sqrt()
* gamma(n as f64 - 0.5)
/ gamma(n as f64)
* tgamma(n as f64 - 0.5)
/ tgamma(n as f64)
* sigma_r.powf(2.0 * n as f64 - 2.0)
* taylor_2f1_psi(r_r, n)
}
Expand Down Expand Up @@ -637,11 +649,3 @@ fn taylor_2f1_psi(x: &Array1<f64>, n: i32) -> Array1<f64> {
_ => unreachable!(),
}
}

extern "C" {
fn tgamma(x: c_double) -> c_double;
}

fn gamma(x: f64) -> f64 {
unsafe { tgamma(x) }
}
42 changes: 3 additions & 39 deletions feos-dft/src/adsorption/fea_potential.rs
Original file line number Diff line number Diff line change
@@ -1,9 +1,9 @@
use super::pore3d::{calculate_distance2, evaluate_lj_potential};
use crate::profile::{CUTOFF_RADIUS, MAX_POTENTIAL};
use crate::Geometry;
use feos_core::EosUnit;
use gauss_quad::GaussLegendre;
use ndarray::{Array1, Array2, Zip};
use ndarray_stats::SummaryStatisticsExt;
use quantity::{QuantityArray2, QuantityScalar};
use std::f64::consts::PI;
use std::usize;
Expand Down Expand Up @@ -114,7 +114,7 @@ pub fn calculate_fea_potential<U: EosUnit>(
let distance2 = calculate_distance2(point, &coordinates, system_size);
let potential_sum: f64 = (0..sigma_sf.len())
.map(|alpha| {
mi * evaluate(
mi * evaluate_lj_potential(
distance2[alpha],
sigma_sf[alpha],
epsilon_k_sf[alpha],
Expand All @@ -125,44 +125,8 @@ pub fn calculate_fea_potential<U: EosUnit>(
potential_2d[[i1, i2]] = (-potential_sum.min(MAX_POTENTIAL)).exp();
}
}
*f = potential_2d.weighted_sum(&weights).unwrap();
*f = (potential_2d * &weights).sum();
});

-temperature * potential.map(|p| (p / weights_sum).ln())
}

// -temperature * potential.map(|p| (p / weights_sum).ln())

/// Evaluate LJ12-6 potential between solid site "alpha" and fluid segment
fn evaluate(distance2: f64, sigma: f64, epsilon: f64, cutoff_radius2: f64) -> f64 {
let sigma_r = sigma.powi(2) / distance2;

let potential: f64 = if distance2 > cutoff_radius2 {
0.0
} else if distance2 == 0.0 {
f64::INFINITY
} else {
4.0 * epsilon * (sigma_r.powi(6) - sigma_r.powi(3))
};

potential
}

/// Evaluate the squared euclidian distance between a point and the coordinates of all solid atoms.
fn calculate_distance2(
point: [f64; 3],
coordinates: &Array2<f64>,
system_size: [f64; 3],
) -> Array1<f64> {
Array1::from_shape_fn(coordinates.ncols(), |i| {
let mut rx = coordinates[[0, i]] - point[0];
let mut ry = coordinates[[1, i]] - point[1];
let mut rz = coordinates[[2, i]] - point[2];

rx = rx - system_size[0] * (rx / system_size[0]).round();
ry = ry - system_size[1] * (ry / system_size[1]).round();
rz = rz - system_size[2] * (rz / system_size[2]).round();

rx.powi(2) + ry.powi(2) + rz.powi(2)
})
}
8 changes: 7 additions & 1 deletion feos-dft/src/adsorption/mod.rs
Original file line number Diff line number Diff line change
Expand Up @@ -11,10 +11,16 @@ use std::iter;
use std::rc::Rc;

mod external_potential;
#[cfg(feature = "3d_dft")]
mod fea_potential;
mod pore;
pub use external_potential::{ExternalPotential, FluidParameters};
pub use pore::{Pore1D, Pore3D, PoreProfile, PoreProfile1D, PoreProfile3D, PoreSpecification};
pub use pore::{Pore1D, PoreProfile, PoreProfile1D, PoreSpecification};

#[cfg(feature = "3d_dft")]
mod pore3d;
#[cfg(feature = "3d_dft")]
pub use pore3d::{Pore3D, PoreProfile3D};

const MAX_ITER_ADSORPTION_EQUILIBRIUM: usize = 50;
const TOL_ADSORPTION_EQUILIBRIUM: f64 = 1e-8;
Expand Down
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