10 Commits

Author SHA1 Message Date
Dane Sabo
5050b9e71e fat-entry scram: n decays 0.047→0.009 over 60s from fat X_entry
Scram PJ reach from the bounding-box union of:
  - hot-standby box (mode_boundaries.q_shutdown)
  - heatup-tight reach envelope (results/reach_heatup_pj_tight.mat)
  - operation-LQR reach envelope (results/reach_operation_result.mat)
  - LOCA operation envelope (results/reach_loca_operation.mat, 3s)

with precursor + temperature outliers clamped to physical bounds.

Results at probe horizons:
  T=10s: 10890 sets in 480s wall — n ∈ [-8e-4, 0.047]   T_c [231, 362]
  T=30s: 16925 sets in 2892s wall — n ∈ [-4e-4, 0.021]  T_c [229, 361]
  T=60s: 23919 sets in 705s wall  — n ∈ [-2e-4, 0.009]  T_c [226, 359]

Monotone n decay, factor-of-5-per-minute even from the wide union.
This is the defensible scram-obligation version: starts from anywhere
the plant could plausibly be (including LOCA-perturbed operation
state), proves n decays. X_exit(scram)=n≤1e-4 still not reached in
60s — same T_max-vs-plant-decay mismatch previously flagged.

Fixed: missing Printf import that had failed the summary block on the
first run (results still computed correctly, just the final print
errored; the matwrite is after the print so the mat file wasn't
saved on that run).

Journal entry for 2026-04-21 extended with the fat-entry result +
the LOCA-reach 3s-horizon numerical-looseness apass. 38 pages.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-04-21 21:40:04 -04:00
Dane Sabo
c4297e616c journal: Tikhonov bound derivation for prompt-jump reduction
New entry 2026-04-21-polytopic-sos-tikhonov.tex covering:
  - Polytopic barrier attempt (naive Nagumo check), why it fails
    (safety polytope too large for LQR contraction from anywhere),
    and the Blanchini pre-image algorithm as the right fix.
  - SOS polynomial barrier success on the 2-state reduced projection:
    CSDP returns OPTIMAL on a degree-4 polynomial B(x1, x2). First
    non-quadratic barrier artifact for this plant. Full polynomial
    coefficients embedded.
  - Tikhonov singular-perturbation theorem derivation for the PJ
    reduction. Writes the 10-state PKE in slow-fast form with
    eps=Lambda, identifies the quasi-steady manifold h(x) = PJ
    formula, shows fast subsystem exponentially stable under the
    prompt_critical_margin_heatup invariant. Error bound:
    |x(t) - x_PJ(t)| <= C*Lambda = O(1e-4) in state units, uniform
    after boundary layer. Empirical validation data (0.1% max) is
    consistent with K_1 ~ 40, K_3 ~ 70 problem constants.
  - apass markers for remaining open items: scram entry expansion,
    heatup steam-dump Q_sg, heatup controller-ref mismatch.

The Tikhonov derivation upgrades "we ran it and 0.1% error" to
"bounded by C*Lambda where C depends on problem properties bounded
by the safety halfspaces." Rigorous rate.

Journal: 38 pages, clean build.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-04-21 17:23:20 -04:00
Dane Sabo
7a1023e252 tight-entry heatup PJ: ALL 6 inv1_holds halfspaces discharged
Second heatup PJ probe with tightened X_entry (T_c width 6K vs
baseline 14K) gives:

  T=60s:  5710 sets in 101s — T_c envelope [281.05, 291.0] 
  T=300s: 12932 sets in 206s — T_c envelope [281.05, 291.0] 

T_c envelope STABLE (identical at 60s and 300s) — the tube reached
steady shape and stopped growing. Low-T_avg trip (280) cleared at
lower bound 281.05, ~1K margin.

**First sound nonlinear reach-avoid proof for any mode of this plant:**
for the tightened entry and T = 300s, every inv1_holds halfspace
holds along the tube.  Sound w.r.t. PJ dynamics (<= 0.1% error vs
full state).

The baseline wider-entry run was loose on T_c low bound (272.4),
confirming that the looseness was entry-box-width driven (14K too
wide for TMJets + orderQ=2) rather than intrinsic to the method.
Entry splitting / refinement is the path to the full baseline set.

Also: LaTeX preamble now has the unicode-to-math literate map
attached to the listing STYLES themselves (not just global \lstset),
so terminal-output listings pasted from Julia with Δ, ≥, °,  etc.
render correctly.  Journal 34 pages, clean build.

OVERNIGHT_NOTES.md updated with tight-entry win.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-04-21 15:01:13 -04:00
Dane Sabo
96b5568db6 scram PJ reach: clean 60s horizon, n monotone decay, exit-threshold mismatch
Scram reach via PJ model runs cleanly through all three probe
horizons:

  T=10s:  6919 sets in 118s — n ∈ [0.0347, 0.0355]
  T=30s:  9900 sets in 156s — n ∈ [0.0153, 0.0156]
  T=60s: 12340 sets in 198s — n ∈ [0.00682, 0.00698]

Factor-of-two power decay per 30s matches the delayed-neutron group
structure (lambda_1=0.0124, half-life ~56s). At t=0 the algebraic n
drops from 1.0 → 0.15 (prompt jump captured as an instantaneous
algebraic adjustment); then tails off on precursor timescales.

Scram reach is completely sound across the full 60s horizon — no
step-budget truncation, unlike heatup beyond 300s.

HOWEVER: X_exit(scram) = n ≤ 1e-4 is not reached in 60s (current
n ~ 7e-3). This is a T_max vs plant-decay-rate mismatch, not a
control failure. Options documented in journal: redefine X_exit in
terms of shutdown margin (industry standard), extend T_max to 600s,
or loosen to n ≤ 0.05. Flagged for Dane's review.

Scram envelope summaries saved to reach_scram_pj_result.mat.
Journal now 33 pages, still compiles clean.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-04-21 14:55:29 -04:00
Dane Sabo
3fdf5eed48 prompt-jump reach: 30x horizon improvement (10s -> 300s sound)
Results from the overnight TMJets run with the prompt-jump model:

  T=60s:   PASSES (10,044 reach-sets, 205 s wall)
  T=300s:  PASSES (27,375 reach-sets, 591 s wall)
  T=1800s+: partial — exhausts 100k step budget past ~300s

At T=300s the envelope is:
  n:      [-0.00156, 0.0103]  (slightly negative = sound overapprox)
  T_c:    [272.4, 295.0] C
  T_f:    [261.2, 302.7] C
  T_cold: [270.0, 289.5] C

Discharges 5/6 inv1_holds safety halfspaces at 300s:
  fuel_centerline:    +897 K margin ✓
  t_avg_high_trip:     +25 K margin ✓
  t_avg_low_trip:      VIOLATED (tube dips to 272.4, limit 280)
  n_high_trip:         huge margin ✓
  cold_leg_subcooled: +15 K margin ✓

The low_trip violation is TUBE looseness, not physical — nominal sim
only dips to ~280 transiently. Fixable by tighter X_entry, higher
orderQ, or refinement. Open item.

Journal updated with full results table + limitation box. scram PJ
reach ready to run but not yet executed (structure similar, simpler).

Fix: siunitx \degreeFahrenheit, \degree, \microsecond now work via
\DeclareSIUnit in preamble. UTF-8 passthrough in listings via
literate= map for Δ, λ, μ, α, β, ρ, Σ, Λ, ≤, ≥, →, ±, °, ×, ε.
Journal now compiles clean: 32 pages, 0 errors.

App v2 Pluto cells land under §§9b–9d: live reach-result ingestion
with computed per-halfspace margins, 2D projection chooser, PJ-reach
overlay placeholder.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-04-21 14:45:03 -04:00
Dane Sabo
645f2d8d27 prompt-jump model + app v2 + overnight journal entry (in progress)
Singular-perturbation reduction of the PKE+T/H system: set dn/dt=0,
solve algebraically n = Λ·Σλ_i·C_i / (β-ρ). State drops 10 -> 9 (no
n), removes Λ⁻¹ stiffness. Validated against full state on the heatup
scenario:

  t [s]    |Δn|/n_full   T_c err [K]
  60       3.7e-5        4e-6
  300      3.8e-4        1.9e-4
  1200     1.0e-3        2.2e-3
  3000     5.0e-4        7.2e-3

Maximum relative error 0.1% on n, peak 7 mK on temperatures over
50 minutes.  PJ approximation is excellent for slow heatup transients
(sub-prompt-critical regime).

Files:
  - code/src/pke_th_rhs_pj.jl: reduced 9-state RHS
  - code/scripts/validate_pj.jl: side-by-side sim
  - code/scripts/reach_heatup_pj.jl: TMJets reach with PJ model
    (probing T = 60, 300, 1800, 5400 s)

App v2 (Pluto):
  - §9b: live ingestion of reach_operation_result.mat with per-
    halfspace margins computed from JSON-defined inv2_holds.
  - §9c: 2D projection chooser (n, T_f, T_c, T_cold) with reach
    tube envelope overlay.
  - §9d: PJ heatup reach summary (placeholder until first run lands).

Journal:
  - Added 2026-04-20-overnight-prompt-jump.tex with PJ derivation,
    validation table, soundness ledger update.  apass markers for
    the in-progress reach results.

This commit captures state mid-run; next commit will add the
populated reach results once TMJets returns.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-04-20 22:45:24 -04:00
Dane Sabo
5acaa5553d journal: latexmkrc + lizard-glyph fix so latexmk completes cleanly
Two fixes for clean local builds:

1. journal/.latexmkrc — sets pdf_mode=1, max_repeat=5,
   silence_logfile_warnings=1, force_mode=1.  Without this, latexmk
   bails on first-pass undefined-reference errors before getting to
   the second pass that would resolve them.  Standard issue with
   pdfLaTeX in nonstopmode.

2. Replaced the literal U+1F98E lizard glyph in
   2026-04-20-evening-mega-session.tex with a textual description.
   pdfLaTeX with default inputenc can't render U+1F98E; XeLaTeX or
   LuaLaTeX could but switching toolchains is a bigger change than
   the issue warrants.  The lizard stays in markdown / Pluto where
   it works fine.

Final state: 26 pages, 744 KB, no Reference/LaTeX/Unicode errors in
the log.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-04-20 21:57:39 -04:00
Dane Sabo
83c5cb8500 journal: live B-style entry for tonight's mega-session + easter eggs
Records the journal scaffold + retroactive-entries + Julia migration
+ Pluto app work, with \apass{} markers for content that should be
expanded in a later A-pass.  Keeps the discipline going from the
night the journal stood up.

Easter eggs:
  - ASCII reactor + primary loop in journal/README.md (subtle, shows
    where Q_sg flows in as a disturbance).
  - Garden-lyric reference embedded in pke_params.jl docstring
    ("looks ordinary on the surface but is something else underneath")
    — same lyric as the preamble.tex comment, referencing the name
    behind Split. Hacker-Split's signature.
  - 🦎 in the Pluto notebook header + closer.

Nothing functional, nothing that clutters the substance.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-04-20 21:50:08 -04:00
Dane Sabo
fbbaebff9f julia migration: port MATLAB to Julia, delete MATLAB, rename julia-port -> code
Full toolchain port. Numerical equivalence verified against MATLAB:
- main_mode_sweep.jl: every mode's final state matches MATLAB to 3-4 dp
- reach_operation.jl: per-halfspace margins match MATLAB exactly
- barrier_lyapunov.jl: per-halfspace bounds match (best Qbar from sweep
  yields max|dT_c| = 33.228 K either side)
- barrier_compare_OL_CL.jl: OL gamma 1.038e13, CL gamma 1.848e4
  matching the MATLAB result; LQR helps by ~20,000x on every halfspace.

Phase summary:
  Phase 1: pke_solver.jl, plot_pke_results.jl (Plots.jl), main_mode_sweep.jl
  Phase 2: reach_linear.jl, reach_operation.jl, barrier_lyapunov.jl,
           barrier_compare_OL_CL.jl, load_predicates.jl
  Phase 3 (this commit): delete plant-model/ entirely, delete reach
           code from reachability/ keeping predicates.json + docs,
           git mv julia-port/ -> code/, update root README + CLAUDE,
           write code/CLAUDE.md and code/README.md, update reach
           README + WALKTHROUGH file paths, journal preamble note
           that pre-port entries reference MATLAB paths.

Why now: prompt-neutron stiffness in nonlinear reach made it clear we
need TMJets, which is Julia. Already had the Julia plant model
working and matching MATLAB. Two languages = two sources of truth =
two places to drift. One language, one truth.

Manifest.toml gitignored. .mat results gitignored.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-04-20 21:44:59 -04:00
Dane Sabo
fa45e96fd1 journal: scaffold + 2 retroactive invention-log entries
journal/ directory, LaTeX-based, dated entries, callout boxes for
derivations / decisions / dead ends / limitations, plus an \apass{}
macro for in-line markers when a later deep-pass is needed.

Retroactive A-style entries for 2026-04-17 (controllers, linearization,
LQR, operation-mode linear reach, Lyapunov barrier) and 2026-04-20
(predicates restructure into deadbands+safety+invariants, OL-vs-CL
barrier analysis, mode-obligation taxonomy, heatup-rate-as-halfspace,
mode_boundaries, first Julia nonlinear reach attempt).

Both entries include derivations written out in math, dead-ends I
hit, code snippets with commentary, figure embeds, and terminal
output where it changed what we did next.  The goal is invention-log
depth — readable 4 years from now without the git history to help.

journal/README.md documents the conventions.  journal.tex aggregates
all entries into one PDF via latexmk.

Kept claude_memory/ separate as per earlier agreement — those are
short AI-context notes, different audience.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-04-20 21:37:59 -04:00