feat(domain): benchmark all differentiable solvers in the loop - #116

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andrinr wants to merge 25 commits into

fix/ns-grid-recurrent-statefrom

feat/ns-grid-solver-in-loop

Commits on Jul 27, 2026

feat(domain): add 2D solver-in-the-loop corrector benchmark
andrinr
committed
feat(domain): render solver correction fields
andrinr
committed
fix(runtime): support daemon-free GPU solver runs
andrinr
committed
feat(domain): benchmark solver-loop trainability
andrinr
committed
feat(domain): sharpen solver-loop comparison
andrinr
committed
feat(ns-grid): add recurrence-gated self-reference corrector
andrinr
committed
fix(ns-grid): keep self-reference comparisons normalized
andrinr
committed
test(ns-grid): guard solver-loop plot fairness
andrinr
committed
fix(ns-grid): align solver-loop forward control
andrinr
committed
test: isolate dummy experiment configs
andrinr
committed
fix(ns-grid): gate solver VJP comparison plots
andrinr
committed
fix(ns-grid): select the correct forward reference
andrinr
committed
fix(ns-grid): require all-solver recurrent admission
andrinr
committed
fix(ns-grid): keep closure diagnostics legible
andrinr
committed
fix(ns-grid): calibrate all-solver forward control
andrinr
committed
Thread native solver state through corrector rollouts
andrinr
committed
fix(domain): align solver-loop comparison with recurrent state
andrinr
committed
fix(domain): align solver-loop admission with reference semantics
andrinr
committed
fix(ns-grid): retain v0 in corrector rollouts
andrinr
committed
fix(ns-grid): detect differentiable recurrent state
andrinr
committed
style(ns-grid): use direct gridspec import
andrinr
committed
docs(ns-grid): describe recurrent all-solver control
andrinr
committed
feat(ns-grid): audit solver-loop reference sensitivity
andrinr
committed
fix(ns-grid): clarify reference sensitivity plot
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committed
fix(ns-grid): space sensitivity solver labels
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committed

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feat(domain): benchmark all differentiable solvers in the loop - #116

feat(domain): benchmark all differentiable solvers in the loop#116
andrinr wants to merge 25 commits into
fix/ns-grid-recurrent-statefrom
feat/ns-grid-solver-in-loop

Commits on Jul 27, 2026

feat(domain): add 2D solver-in-the-loop corrector benchmark

feat(domain): render solver correction fields

fix(runtime): support daemon-free GPU solver runs

feat(domain): benchmark solver-loop trainability

feat(domain): sharpen solver-loop comparison

feat(ns-grid): add recurrence-gated self-reference corrector

fix(ns-grid): keep self-reference comparisons normalized

test(ns-grid): guard solver-loop plot fairness

fix(ns-grid): align solver-loop forward control

test: isolate dummy experiment configs

fix(ns-grid): gate solver VJP comparison plots

fix(ns-grid): select the correct forward reference

fix(ns-grid): require all-solver recurrent admission

fix(ns-grid): keep closure diagnostics legible

fix(ns-grid): calibrate all-solver forward control

Thread native solver state through corrector rollouts

fix(domain): align solver-loop comparison with recurrent state

fix(domain): align solver-loop admission with reference semantics

fix(ns-grid): retain v0 in corrector rollouts

fix(ns-grid): detect differentiable recurrent state

style(ns-grid): use direct gridspec import

docs(ns-grid): describe recurrent all-solver control

feat(ns-grid): audit solver-loop reference sensitivity

fix(ns-grid): clarify reference sensitivity plot

fix(ns-grid): space sensitivity solver labels