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Omar Sobh 52fd40f8f2 rtx-cfd legacy GPU tests: the Jacobi Poisson test stops at 1e-4 (the accuracy check is the pin); rustfmt
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2026-09-16 07:32:30 -05:00
Omar Sobh 1f77ec637a rtx-cfd legacy GPU: per-block buffer mutability; the D3Q19 getters extract before borrowing
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2026-09-16 07:30:44 -05:00
Omar Sobh 8999548aca rtx-cfd legacy GPU: buffers re-borrowed after nested device calls; writing and delegating methods take &mut self
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2026-09-16 07:30:02 -05:00
Omar Sobh fd5972c949 rtx-cfd legacy GPU: the kernel-writing methods take &mut self; read-only ones keep a shared borrow
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2026-09-16 07:29:05 -05:00
Omar Sobh 0de750bad1 rtx-cfd legacy GPU: kernel outputs were device-buffer CLONES (every write lost) — the buffers are borrowed mutably now; the Poisson kernels keep boundary Dirichlet values; tests: the advection pulse marched 50 steps, the Jacobi budget 20k, the reduction reference in f64
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2026-09-16 07:28:42 -05:00
Omar Sobh f429bdd415 rtx-cfd legacy GPU modules: the launches that already sat in unsafe blocks are not wrapped twice
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2026-09-16 07:20:51 -05:00
Omar Sobh 7f4d437199 rtx-cfd: rustfmt over the repaired GPU modules and tests
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2026-09-16 07:19:50 -05:00
Omar Sobh 5e402918bb rtx-cfd legacy GPU modules: cudarc 0.18 API — unsafe launches, the stream accessor, memcpy_htod argument order; the renamed k-ε constants and ::standard(); get_module clones; CfdConfig test literals take ..Default
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2026-09-16 07:16:39 -05:00
Omar Sobh de435eb91c rtx-cfd: the legacy GPU modules back in the cuda build (repair in progress)
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2026-09-16 07:15:24 -05:00
Omar SobhandClaude Fable 5.1 fc556f8a88 PERF-2 P3-ii: the device V-cycle as the CG's preconditioner — poisson/device.rs (one CUDA runtime per process, persistent per-operator buffers, the mg_vcycle.cu kernels at K = 1; upload r, run the V-cycle, download z; the f64 CG unchanged), MultigridParameters::device, Prepared holds the device hierarchy, the CG driver destructures the prepared operator instead of cloning it; EmbeddedPisoSolver::set_poisson_device, overset pass-through, harness knob RTX_FSI2O_MG_DEVICE=1; export_levels factored out; the quarantine's dangling cfg attribute fixed
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Co-Authored-By: Claude Fable 5.1 <[email protected]>
Claude-Session: https://claude.ai/code/session_01YJPeT6WA2e7YvAnS875AHL
2026-09-16 01:16:55 -05:00
Omar Sobh cb1647c0ef rtx-cfd: the legacy GPU solver modules (piso_gpu, simple_gpu, d2q9_gpu, d3q19_gpu, smagorinsky_gpu) kept out of the cuda build — broken since the initial commit; the PERF-2 benchmark uses cudarc directly
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2026-09-16 01:05:39 -05:00
Omar SobhandClaude Opus 5 bfd9f4dfd2 rtx-cfd: repair the pressure-velocity coupling, LBM walls and mesh quality
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Clears the rest of the quarantine. All three crates now run 558 tests
with 0 failures and no `#[ignore]` markers.

SIMPLE could not converge, and the reason was not slow convergence but
wrong physics.

The pressure correction equation used a bare Laplacian, 1/dx^2 and
1/dy^2, while the velocity correction divided by a_p = rho dx dy / dt.
SIMPLE requires these to be each other's inverse: substituting the
corrected velocities into continuity must reproduce the pressure
equation, which fixes a_E = rho d dy/dx with d = dV/a_p. The two
disagreed by roughly 1/(h^2 dt) -- about 2e4 on a 16x16 cavity -- so the
pressure correction was that many times too weak to enforce continuity.

The consequence was visible and specific. A lid-driven cavity at Re=100
produced a monotonic profile rising from 0 at the floor to 1 at the lid:
Couette flow, with no recirculation anywhere, and a peak pressure of
1.6e-4 against the rho U^2 scale of 1. The return flow in a cavity is
driven entirely by the pressure gradient, so with the pressure pinned
near zero there was nothing to turn the flow around. With the
coefficients made consistent the profile recirculates, the peak pressure
is 2.9, and the solver converges.

Also in SIMPLE:
  - `p'` was never reset between outer iterations. It is a correction
    that `pressure_update_step` folds into `p`, so carrying it forward
    applied the same correction twice.
  - The convergence measure was the inner Gauss-Seidel residual, which
    goes to zero whether or not the flow satisfies continuity. Now the
    mass imbalance.
  - The velocity correction used only the transient part of a_p,
    `rho dV/dt`, rather than the diagonal the momentum equation was
    actually solved with.
  - All four convective face fluxes were computed from a single
    cell-centred velocity, so `fe` and `fw` were the same number, as were
    `fn` and `fs`. Upwinding then picked the same direction on opposite
    faces of the control volume. Now interpolated per face on the
    staggered grid.

Not claimed: agreement with Ghia, Ghia & Shin (1982). The vortex centre
moves toward their y = 0.4531 under refinement (0.400 at 16^2, 0.419 at
32^2, 0.460 at 64^2) but the minimum centreline velocity reaches only
-0.130 against their -0.2109, and the converged field still depends
slightly on the pseudo-time step, which a true steady state cannot. The
cavity test therefore asserts what is established -- convergence,
recirculation, vortex position, and an O(1) pressure field -- and the
remaining gap is recorded in omni-cortex/docs/solver_status.md rather
than papered over with a loose tolerance.

LBM bounce-back was doing neither of the things its name claims. It was
written as assignment (`f[2] = f[4]`) rather than a swap, discarding the
population being reflected -- bounce-back is a permutation and conserves
mass exactly, so the domain leaked 0.013% of its mass every 100 steps and
would have kept draining. And the pairs used were 5<->8 and 6<->7, which
reverse only the wall-normal component: that is specular reflection, a
free-slip wall, so the no-slip condition the walls were supposed to
impose never held.

Mesh quality:
  - Quadrilateral aspect ratio included the diagonals in the maximum but
    not the minimum, so it could never return 1: a unit square reported
    sqrt(2) and a 2:1 rectangle sqrt(5).
  - Triangle aspect ratio used longest-over-shortest edge, which does not
    detect the failure mode that matters. A sliver with vertices (0,0),
    (10,0), (5,0.1) scores 2.0 -- indistinguishable from a healthy 2:1
    triangle -- while its area is a twentieth of what its edges suggest.
    Now the radius ratio R/2r, which is 1 for equilateral and 1250 for
    that sliver, and which also fixes the quality histogram.
  - StructuredMesh aspect ratio took bounding-box extents and guarded the
    z-extent with `.max(1e-10)`. On a 2-D mesh the depth is exactly zero,
    so the guard became the minimum and a unit square reported 2e10.

Mesh refinement produced meshes that failed their own validation.
`subdivide_triangle` reserved midpoint ids as `next_node_id + k`, then
advanced the counter by 3, after which `refine_cells` called `add_node`
and advanced it three more -- so every refined cell referenced vertices
three ids away from the ones actually created. Separately, the position
lookup selected by slot rather than by id ("This is simplified, should
look up correct midpoint"), so three of four sub-triangles had their
areas computed from the wrong points; the quadrilateral version mapped
every new id to the cell centre.

Fixtures corrected rather than tolerances loosened: a structured mesh
test asserted 0.16 for the average cell volume while the comment beside
it computed 0.25 from the node-count convention the code actually uses;
the Zou-He pressure test built a *velocity* boundary at u = 1.2, far
above the lattice speed of sound, making the density negative; and the
cavity-setup test required the lid to influence the domain centre 16
rows away in 10 steps, which exceeds the lattice propagation speed.

Co-Authored-By: Claude Opus 5 (1M context) <[email protected]>
2026-08-19 08:40:09 -07:00
redclawsystems 4d88dc0584 Initial commit 2026-03-04 00:08:42 +00:00