Adebanji Adelowo

FNO Darcy

Fourier-mode capacity and accuracy-cost trade-offs.

Status: Ongoing research. Results below are from the specified reduced-budget experiment, not the upstream full-budget configuration.

Experimental setup

64 × 64 Apple MPS reduced study, Fourier modes 8, 12, 16, multiple seeds; a 3×-budget study also run.

Results achieved

Recorded results and study scope
MetricResult
Fourier modes8, 12, 16
Reduced-study findingSimilar accuracy at the original fixed budget
256 × 256 CUDA benchmarkPending

Experimental figures

FNO Darcy experimental figure 1
local error vs modes · Full figure ↗
FNO Darcy experimental figure 2
local cost · Full figure ↗

Figures are drawn directly from the project's public GitHub repository.

Next steps

Run CUDA generator checks, full-resolution comparison and upstream-behaviour control.

For reproducibility, consult the repository's configuration files, scripts, saved results and scientific audit.

Repository, methods and results ↗ ← All PhysicsNeMo projects