dynamics 0.1.8

Molecular dynamics
Documentation
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
//! Validation helpers and tests for the SPME/Ewald electrostatics implementation.
//!
//! Tests the combined short-range + long-range Coulomb energy and forces against
//! analytic values for simple configurations (isolated charge pairs in a large box).
//!
//! # Reference values
//! For a pair of elementary charges q₁, q₂ separated by distance r in a very large
//! box, the total Coulomb energy approaches the vacuum value:
//!   E_vac = K · q₁ · q₂ / r    (K = 332.0522 kcal·Å / (mol·e²))
//!
//! SPME splits this into:
//!   E_short = erfc(α·r)/r · q₁·q₂ · K
//!   E_long  ≈ erf(α·r)/r  · q₁·q₂ · K   (plus small image contributions)
//!   E_total = E_short + E_long  →  K·q₁·q₂/r   as L → ∞
//!
//! Run without features to test on CPU. Run `cargo test --features " cufft"` (or vkfft) to test
//! on GPU. Test both.

#[cfg(feature = "cuda")]
use cudarc::driver::CudaContext;
use ewald::{PmeRecip, force_coulomb_short_range, get_grid_n};
use lin_alg::f32::Vec3;

use crate::non_bonded::{CHARGE_UNIT_SCALER, EWALD_ALPHA, LONG_RANGE_CUTOFF};

/// Electrostatic constant in Amber kcal/mol units: K = CHARGE_UNIT_SCALER².
/// `E = K · q₁_e · q₂_e / r`  (charges in elementary units, r in Å → kcal/mol)
pub const K_ELEC: f32 = CHARGE_UNIT_SCALER * CHARGE_UNIT_SCALER;

/// Wrap a single coordinate component into [0, L).
fn wrap1(x: f32, l: f32) -> f32 {
    x.rem_euclid(l)
}

/// Wrap a Vec3 position into the primary box [0, L) per axis.
fn wrap_pos(p: Vec3, l: (f32, f32, f32)) -> Vec3 {
    Vec3::new(wrap1(p.x, l.0), wrap1(p.y, l.1), wrap1(p.z, l.2))
}

#[cfg(feature = "cuda")]
/// Build a PmeRecip with the given box and mesh spacing.
/// Feature-gates match dynamics/src/non_bonded.rs.
fn make_pme(l: (f32, f32, f32), alpha: f32, mesh_spacing: f32) -> PmeRecip {
    let stream = {
        let ctx = CudaContext::new(0).unwrap();
        ctx.default_stream()
    };

    let dims = get_grid_n(l, mesh_spacing);
    PmeRecip::new(Some(&stream), dims, l, alpha)
}

#[cfg(not(feature = "cuda"))]
fn make_pme(l: (f32, f32, f32), alpha: f32, mesh_spacing: f32) -> PmeRecip {
    let dims = get_grid_n(l, mesh_spacing);
    PmeRecip::new(dims, l, alpha)
}

/// Compute SPME forces and energy on a pair of charges in a cubic box.
///
/// Charges `q1_e` and `q2_e` are in **elementary units** (e); internally they are
/// scaled to Amber units before passing into the SPME and short-range routines.
///
/// Returns `((f_short_on_q1, f_long_on_q1, f_long_on_q2), (e_short, e_long, e_total))`
/// with forces in kcal/(mol·Å) and energies in kcal/mol.
pub fn spme_pair_forces_energy(
    r1: Vec3,
    r2: Vec3,
    q1_e: f32,
    q2_e: f32,
    box_len: f32,
    alpha: f32,
) -> ((Vec3, Vec3, Vec3), (f32, f32, f32)) {
    #[cfg(feature = "cuda")]
    let stream = {
        let ctx = CudaContext::new(0).unwrap();
        ctx.default_stream()
    };

    let q1 = q1_e * CHARGE_UNIT_SCALER;
    let q2 = q2_e * CHARGE_UNIT_SCALER;

    // Short-range force on q1 (from q2)
    let diff = {
        let mut v = r1 - r2;
        v.x -= box_len * (v.x / box_len).round();
        v.y -= box_len * (v.y / box_len).round();
        v.z -= box_len * (v.z / box_len).round();

        v
    };
    let dist = diff.magnitude();

    let inv_dist = 1.0 / dist;
    let dir = diff * inv_dist;

    let (f_sr_1, e_sr) =
        force_coulomb_short_range(dir, dist, inv_dist, q1, q2, LONG_RANGE_CUTOFF, alpha);

    // Long-range forces
    let l = (box_len, box_len, box_len);
    let mut pme = make_pme(l, alpha, 1.0);
    let pos = vec![wrap_pos(r1, l), wrap_pos(r2, l)];
    let q_arr = vec![q1, q2];

    #[cfg(feature = "cuda")]
    let (f_recip, e_lr) = pme.forces_gpu(&stream, &pos, &q_arr);

    #[cfg(not(feature = "cuda"))]
    let (f_recip, e_lr) = pme.forces(&pos, &q_arr);

    let e_total = e_sr + e_lr;

    ((f_sr_1, f_recip[0], f_recip[1]), (e_sr, e_lr, e_total))
}

/// Expected vacuum Coulomb energy in kcal/mol.
/// `E = K · q₁_e · q₂_e / r`
pub fn vacuum_coulomb_energy(q1_e: f32, q2_e: f32, dist: f32) -> f32 {
    K_ELEC * q1_e * q2_e / dist
}

/// Fraction of the expected value used as the pass/fail threshold.
const REL_TOL: f32 = 0.01; // 1 %

fn assert_rel_close(got: f32, expected: f32, tol: f32, label: &str) {
    if expected.abs() < 1e-6 {
        assert!(got.abs() < 1e-4, "{label}: expected ≈ 0, got {got:.6e}");
        return;
    }
    let rel = ((got - expected) / expected).abs();
    assert!(
        rel < tol,
        "{label}: got {got:.6}, expected {expected:.6}, rel_err = {rel:.4} (tol = {tol})"
    );
}

// ------------------------------------------------------------------
// Energy tests
// ------------------------------------------------------------------

/// For a neutral pair (+q, −q) in a large box the total SPME energy must
/// converge to the vacuum Coulomb energy  E = −K/r.
#[test]
fn test_spme_energy_opposite_charges() {
    let box_len = 50.0;
    let alpha = EWALD_ALPHA;

    for (dist, tag) in [(3.0, ""), (5.0, ""), (8.0, "")] {
        let center = box_len / 2.0;
        let r1 = Vec3::new(center - dist / 2.0, center, center);
        let r2 = Vec3::new(center + dist / 2.0, center, center);

        let (_, (e_sr, e_lr, e_total)) = spme_pair_forces_energy(r1, r2, 1.0, -1.0, box_len, alpha);

        let e_vac = vacuum_coulomb_energy(1.0, -1.0, dist);

        println!(
            "+1/−1 at {tag}: e_sr={e_sr:.4}  e_lr={e_lr:.4}  \
                 e_total={e_total:.4}  e_vac={e_vac:.4} kcal/mol"
        );

        assert_rel_close(e_total, e_vac, REL_TOL, &format!("energy +1/-1 at {tag}"));
    }
}

/// Same as above but with fractional charges to ensure charge-scaling is linear.
#[test]
fn test_spme_energy_fractional_charges() {
    let box_len = 50.0;
    let alpha = EWALD_ALPHA;
    let dist = 5.0;
    let center = box_len / 2.0;
    let r1 = Vec3::new(center - dist / 2.0, center, center);
    let r2 = Vec3::new(center + dist / 2.0, center, center);

    for (q1e, q2e, tag) in [(0.5f32, -0.5f32, "q=±0.5"), (0.25, -0.25, "q=±0.25")] {
        let (_, (_, _, e_total)) = spme_pair_forces_energy(r1, r2, q1e, q2e, box_len, alpha);

        let e_vac = vacuum_coulomb_energy(q1e, q2e, dist);
        println!("{tag}: e_total={e_total:.4}  e_vac={e_vac:.4} kcal/mol");
        assert_rel_close(e_total, e_vac, REL_TOL, tag);
    }
}

/// Energy should converge toward vacuum Coulomb as the box grows.
/// Relative error must be < 1 % at L = 50 Å for r = 5 Å.
#[test]
fn test_spme_energy_box_convergence() {
    let dist = 5.0;
    let alpha = EWALD_ALPHA;
    let e_vac = vacuum_coulomb_energy(1.0, -1.0, dist);

    println!("Box-size convergence test (e_vac = {e_vac:.4} kcal/mol):");
    for box_len in [20.0, 30.0, 50.0] {
        let c = box_len / 2.0;
        let r1 = Vec3::new(c - dist / 2.0, c, c);
        let r2 = Vec3::new(c + dist / 2.0, c, c);

        let (_, (_, _, e_total)) = spme_pair_forces_energy(r1, r2, 1.0, -1.0, box_len, alpha);

        let rel = ((e_total - e_vac) / e_vac).abs();
        println!("  L={box_len:.0} Å:  e_total={e_total:.4}  rel_err={rel:.4}");
    }

    // Assert only for the largest box where images are negligible.
    let c = 50.0 / 2.0;
    let r1 = Vec3::new(c - dist / 2.0, c, c);
    let r2 = Vec3::new(c + dist / 2.0, c, c);

    let (_, (_, _, e_total)) = spme_pair_forces_energy(r1, r2, 1.0, -1.0, 50.0, alpha);

    assert_rel_close(e_total, e_vac, REL_TOL, "energy at L=50 Å");
}

// ------------------------------------------------------------------
// Force tests
// ------------------------------------------------------------------

/// For a +1/−1 pair along x, the total x-force on charge 1 must match
/// vacuum Coulomb: F_x = +K/r² (attractive, toward the −1 charge at +x).
#[test]
fn test_spme_force_magnitude() {
    let box_len = 50.;

    for (dist, tag) in [(3., ""), (5.0, ""), (8.0, "")] {
        let center = box_len / 2.0;
        // q1 (+1) to the left, q2 (−1) to the right
        let r1 = Vec3::new(center - dist / 2.0, center, center);
        let r2 = Vec3::new(center + dist / 2.0, center, center);

        let ((f_sr_1, f_lr_1, _), _) =
            spme_pair_forces_energy(r1, r2, 1.0, -1.0, box_len, EWALD_ALPHA);

        let fx_total = f_sr_1.x + f_lr_1.x;

        // Vacuum force on q1: attractive, in +x direction.
        // dir = (r1 − r2)/|r1 − r2| = −x̂
        // F = dir · (q1_sc · q2_sc · (erfc/r² + ...))
        //   = (−x̂) · (negative magnitude)  =  +x̂  component is positive.
        // |F_total_x| ≈ K · |q1_e| · |q2_e| / r² = K / r²
        let f_vac_x = K_ELEC / (dist * dist); // positive (attractive toward +x)

        println!(
            "+1/−1 at {tag}: f_sr_x={:.4}  f_lr_x={:.4}  \
                 f_total_x={fx_total:.4}  f_vac_x={f_vac_x:.4} kcal/(mol·Å)",
            f_sr_1.x, f_lr_1.x
        );

        // At 8 Å in a 50 Å box, periodic images contribute ~2 % to the force,
        // so use a slightly looser tolerance there.
        let ftol = if dist >= 7.0 { 2.0 * REL_TOL } else { REL_TOL };
        assert_rel_close(fx_total, f_vac_x, ftol, &format!("Fx on q1 at {tag}"));

        // y and z components should be near zero (symmetry).
        let fy = f_sr_1.y + f_lr_1.y;
        let fz = f_sr_1.z + f_lr_1.z;
        assert!(
            fy.abs() < 0.01 * f_vac_x,
            "{tag}: Fy should be ~0, got {fy:.4e}"
        );
        assert!(
            fz.abs() < 0.01 * f_vac_x,
            "{tag}: Fz should be ~0, got {fz:.4e}"
        );
    }
}

/// Newton's third law: for a neutral pair the forces on the two charges
/// must sum to (near) zero.  Exact only in the limit L → ∞.
#[test]
fn test_spme_force_newton3() {
    let box_len = 50.;
    let alpha = EWALD_ALPHA;

    for (dist, tag) in [(3., ""), (5.0, ""), (8.0, "")] {
        let center = box_len / 2.0;
        let r1 = Vec3::new(center - dist / 2.0, center, center);
        let r2 = Vec3::new(center + dist / 2.0, center, center);

        let q1 = 1. * CHARGE_UNIT_SCALER;
        let q2 = -1.0 * CHARGE_UNIT_SCALER;

        // Short-range forces
        let diff = r1 - r2;
        let inv_d = 1.0 / dist;
        let dir = diff * inv_d;
        let (f_sr_1, _) =
            force_coulomb_short_range(dir, dist, inv_d, q1, q2, LONG_RANGE_CUTOFF, alpha);
        let (f_sr_2, _) =
            force_coulomb_short_range(-dir, dist, inv_d, q2, q1, LONG_RANGE_CUTOFF, alpha);

        // Long-range forces
        let l = (box_len, box_len, box_len);
        let mut pme = make_pme(l, alpha, 1.0);
        let pos = vec![wrap_pos(r1, l), wrap_pos(r2, l)];
        let q_arr = vec![q1, q2];
        let (f_recip, _) = pme.forces(&pos, &q_arr);

        let f1 = f_sr_1 + f_recip[0];
        let f2 = f_sr_2 + f_recip[1];

        let sum_x = f1.x + f2.x;
        let sum_y = f1.y + f2.y;
        let sum_z = f1.z + f2.z;
        let sum_mag = (sum_x * sum_x + sum_y * sum_y + sum_z * sum_z).sqrt();
        let f1_mag = f1.magnitude();

        println!("Newton3 at {tag}: |f1|={f1_mag:.4}  |f1+f2|={sum_mag:.4e}");

        assert!(
            sum_mag < 0.02 * f1_mag,
            "{tag}: Newton 3rd law violated: |f1+f2| = {sum_mag:.4e}, |f1| = {f1_mag:.4}"
        );
    }
}

// ------------------------------------------------------------------
// Short-range cutoff
// ------------------------------------------------------------------

/// Forces and energies must be exactly zero at and beyond the cutoff.
#[test]
fn test_short_range_cutoff() {
    let q = CHARGE_UNIT_SCALER;
    let dir = Vec3::new(1.0, 0.0, 0.0);

    for dist in [
        LONG_RANGE_CUTOFF,
        LONG_RANGE_CUTOFF + 0.1,
        LONG_RANGE_CUTOFF + 1.0,
    ] {
        let (f, e) =
            force_coulomb_short_range(dir, dist, 1.0 / dist, q, q, LONG_RANGE_CUTOFF, EWALD_ALPHA);
        assert_eq!(
            f.magnitude_squared(),
            0.0,
            "force should be 0 at dist={dist:.2}: {f:?}"
        );
        assert_eq!(e, 0.0, "energy should be 0 at dist={dist:.2}: {e}");
    }
}

// ------------------------------------------------------------------
// Different box shapes
// ------------------------------------------------------------------

/// Test a non-cubic (elongated) box to catch any axis-mixing bugs.
#[test]
fn test_spme_energy_non_cubic_box() {
    let alpha = EWALD_ALPHA;
    let dist = 5.0;

    // Elongated box: charges along the long axis
    let lx = 60.0;
    let ly = 30.0;
    let lz = 30.0;

    let r1 = Vec3::new(lx / 2.0 - dist / 2.0, ly / 2.0, lz / 2.0);
    let r2 = Vec3::new(lx / 2.0 + dist / 2.0, ly / 2.0, lz / 2.0);

    let q1 = 1.0 * CHARGE_UNIT_SCALER;
    let q2 = -1.0 * CHARGE_UNIT_SCALER;

    let l = (lx, ly, lz);
    let mut pme = make_pme(l, alpha, 1.0);

    let pos = vec![wrap_pos(r1, l), wrap_pos(r2, l)];
    let q_arr = vec![q1, q2];
    let (_, e_lr) = pme.forces(&pos, &q_arr);

    let diff = r1 - r2;
    let inv_d = 1.0 / dist;
    let dir = diff * inv_d;
    let (_, e_sr) = force_coulomb_short_range(dir, dist, inv_d, q1, q2, LONG_RANGE_CUTOFF, alpha);

    let e_total = e_sr + e_lr;
    let e_vac = vacuum_coulomb_energy(1.0, -1.0, dist);

    println!("Non-cubic box (60×30×30): e_total={e_total:.4}  e_vac={e_vac:.4} kcal/mol");
    assert_rel_close(e_total, e_vac, REL_TOL, "non-cubic box energy");
}

// ------------------------------------------------------------------
// Like-charges (repulsive) force test
// ------------------------------------------------------------------

/// For a +1/+1 pair along x the total x-force on charge 1 must match vacuum
/// Coulomb with the correct repulsive sign: F_x = −K/r² (pointing away from q2).
///
/// dir = (r1 − r2)/|r1 − r2| = −x̂; q1·q2 > 0 → force_mag > 0
/// → force = (−x̂) · (positive) → F_x is negative (repulsive).
///
/// Note: only forces (not energies) are tested here because SPME energies for a
/// non-neutral pair include an implicit neutralizing-background correction that
/// shifts the energy but contributes zero gradient.
#[test]
fn test_spme_force_like_charges() {
    let box_len = 50.0;
    let alpha = EWALD_ALPHA;

    for (dist, tag) in [(3.0, ""), (5.0, ""), (8.0, "")] {
        let center = box_len / 2.0;
        let r1 = Vec3::new(center - dist / 2.0, center, center);
        let r2 = Vec3::new(center + dist / 2.0, center, center);

        let ((f_sr_1, f_lr_1, _), _) = spme_pair_forces_energy(r1, r2, 1.0, 1.0, box_len, alpha);

        let fx_total = f_sr_1.x + f_lr_1.x;

        // Vacuum Coulomb: F_x = K·q1·q2/r² projected on (r1−r2), which is −x̂.
        // Result is negative (repulsive).
        let f_vac_x = -K_ELEC / (dist * dist);

        println!(
            "+1/+1 at {tag}: f_sr_x={:.4}  f_lr_x={:.4}  \
                 f_total_x={fx_total:.4}  f_vac_x={f_vac_x:.4} kcal/(mol·Å)",
            f_sr_1.x, f_lr_1.x
        );

        let ftol = if dist >= 7.0 { 2.0 * REL_TOL } else { REL_TOL };
        assert_rel_close(
            fx_total,
            f_vac_x,
            ftol,
            &format!("Fx on q1 (like) at {tag}"),
        );

        // y/z components should be near zero (symmetry).
        let fy = f_sr_1.y + f_lr_1.y;
        let fz = f_sr_1.z + f_lr_1.z;
        assert!(
            fy.abs() < 0.01 * f_vac_x.abs(),
            "{tag}: Fy should be ~0, got {fy:.4e}"
        );
        assert!(
            fz.abs() < 0.01 * f_vac_x.abs(),
            "{tag}: Fz should be ~0, got {fz:.4e}"
        );
    }
}

// ------------------------------------------------------------------
// Force–energy consistency (numerical gradient)
// ------------------------------------------------------------------

/// Gold-standard consistency check: the x-force on charge 1 must equal
/// −∂E/∂x₁ computed via a central-difference numerical gradient of the total
/// SPME energy.
///
/// This catches sign errors, missing prefactors, or broken B-spline derivative
/// weights in `gather_forces_from_potential`.  Uses 2 % relative tolerance to
/// account for mesh-discretisation differences between the energy and gradient
/// paths.
#[test]
fn test_spme_force_matches_energy_gradient() {
    let box_len = 50.0;
    let alpha = EWALD_ALPHA;
    let delta = 0.01; // Å

    for (dist, tag) in [(3.0, ""), (5.0, ""), (8.0, "")] {
        let center = box_len / 2.0;
        let r1 = Vec3::new(center - dist / 2.0, center, center);
        let r2 = Vec3::new(center + dist / 2.0, center, center);

        // Central-difference numerical gradient of total energy w.r.t. r1.x.
        let r1_plus = Vec3::new(r1.x + delta, r1.y, r1.z);
        let r1_minus = Vec3::new(r1.x - delta, r1.y, r1.z);

        let (_, (_, _, e_plus)) = spme_pair_forces_energy(r1_plus, r2, 1.0, -1.0, box_len, alpha);
        let (_, (_, _, e_minus)) = spme_pair_forces_energy(r1_minus, r2, 1.0, -1.0, box_len, alpha);

        let fx_numerical = -(e_plus - e_minus) / (2.0 * delta);

        // Analytic SPME force on charge 1.
        let ((f_sr, f_lr, _), _) = spme_pair_forces_energy(r1, r2, 1.0, -1.0, box_len, alpha);

        let fx_computed = f_sr.x + f_lr.x;

        println!(
            "Force–gradient check at {tag}: fx_computed={fx_computed:.4}  \
                 fx_numerical={fx_numerical:.4} kcal/(mol·Å)"
        );

        assert_rel_close(
            fx_computed,
            fx_numerical,
            0.02,
            &format!("force = -dE/dx at {tag}"),
        );
    }
}