HBF Scientific Lab

Research tools · Release 7.5.2

Set up a study, compare it, carry it forward

Beyond its main controls, each laboratory carries a Research records & tools section: separate, editable study settings with their own inputs, their own results and their own exports. These are independent experiments — running one never overwrites the scene or the result you already have.

Choose a research question

The primary question each laboratory answers, and the additional study tools it offers
LaboratoryPrimary questionAdditional study tools
FusionSimReaction rates, density scaling and the included heating balanceThermal radiation comparison; independent quadrature fixtures; relative-energy distribution import; time-dependent burn and ash (0-D); measured EXFOR cross sections vs the pinned baseline
Isotope ExplorerQ values, thresholds and event kinematicsMass-covariance import; centre-of-mass and laboratory frame verification; cross-section contracts; measured branch and angular validation (EXFOR)
Virtual Reactor LabMirror configuration scenarios and single-particle scalesPhysical field probe; mirror notebook scenario; heating closure check; exact coil-field reference; held-out field-map comparison
Torus LabPrescribed toroidal orbit verificationUniform-field helix phase benchmark; matched-time convergence; G-EQDSK convention inspection
DirectConvertConditional particle conversion and plant balanceCorrelated planar energy–angle retarding model; separate heat reservoirs with individual Carnot checks; self-consistent collector gap (1-D PIC); steady gap theory; campaign manifest check
AlphaTrackObject counts, segmentation robustness and validationThreshold and scale sensitivity; manual touching-object partition; annotated-image comparison; commit–reveal custody holdout (four steps)
Reactor 3DComposed system coupling and boundariesComponent evidence review; ledger and heating inspection; double-count gates; exact coil-field reference; held-out field-map comparison

New in 7.5.2: evidence pipelines and research models

Each panel below is a separate study with its own settings and exports. None of them turns a calculation into an experimental validation; every result states physicalValidationEstablished: false.

Release 7.5.2 research panels, what they compute and what they cannot establish
Panel (laboratory)What it computesWhat it does not establish
Time-dependent burn and ash (FusionSim)0-D p, ¹¹B and thermal-alpha densities with separate ion and electron energies, alpha heating split, electron–ion exchange, bremsstrahlung, confinement losses and fuelling, with an energy and particle ledger. Checked against an independent SciPy solver.No measured burning p–¹¹B history exists; transport profiles and synchrotron radiation are not modelled.
Measured cross sections vs pinned baseline (FusionSim)Separately selectable EXFOR measurements (IAEA-NDS, CC BY 4.0) compared with the unchanged Sikora–Weller table: ratios, covariance χ² with correlated normalisations and a fitted normalisation factor.Consistency does not validate a reactor model, and an inconsistency does not show which source is wrong.
Measured branch and angular validation (Isotope Explorer)Compares the event sampler's ground-state branch setting and isotropic angular shape with published branch fractions and Legendre coefficients at matching proton energies.Alpha singles spectra and three-alpha correlations are not tabulated in the data used.
Exact coil-field reference and held-out field map (Virtual Reactor Lab, Reactor 3D)Exact vacuum fields of coaxial loops and solenoids; the difference between the analytic mirror and a matched two-loop coil set; a held-out comparison with a vector-field map (manufactured by default).No calibrated measured map of the actual coils is included.
Self-consistent collector gap and steady theory (DirectConvert)Planar 1-D particle-in-cell gap with space charge, particle fates and an energy ledger, plus all steady cold-beam states and the critical current.No collisions, secondary electrons, grids or multi-dimensional geometry; no collector measurement exists.
Collector campaign manifest check (DirectConvert)Checks a campaign record against docs/protocols/COLLECTOR-CAMPAIGN-PROTOCOL.md.A complete manifest is documentation, not a measurement.
Custody steps 1–4 (AlphaTrack)Label commitment before predictions; frozen predictions quoting that commitment; a reveal that quotes the freeze it answers, so predictions frozen after the reveal are rejected; then verification of the whole chain and plate-grouped bootstrap scoring.Identities, timing and label quality are declared, not authenticated. The shipped example is manufactured throughout — labels, predictions, protocol and custodian names — and its predictions are the labels moved one pixel, so its perfect score measures nothing.

Requirement-by-requirement status: docs/v752-requirements.json. Items that need outside evidence stay open in docs/v752-work-ledger.json (WP-X1 to WP-X8).

Run, inspect, reproduce

  1. Pick the exercise. Choose the visual demonstration or the numerical study, and read its qualification gates before entering values.
  2. Calculate the main run. Enter the laboratory inputs and calculate. Current results and data carried over from a previous run are always distinguished on screen.
  3. Open a study tool. Expand its section and edit the labelled scientific inputs (or import documented settings JSON), then calculate. Each tool holds its own state and reports its own result.
  4. Export a research package. The package records inputs, results, methods, data hashes and numerical studies together. AlphaTrack additionally includes decoded image pixels — keep the original acquisition files as well.
  5. Transfer only compatible quantities. A centre-of-mass event, a uniform-source expectation and a device-frame particle flux are three different kinds of record. Each transfer names what it carries and what it does not.

Portable experiment records

Records, hashes and provenance

Release-owned source and result objects record source, frame, units, transformation and hash where applicable. Primary structured JSON exports contain inputs, model version, timestamp, outputs and stated limitations; standalone tabular CSV exports repeat the controlling inputs and provenance so a single row stays interpretable, while PNG accompanies them as a visualisation rather than a complete record.

Stale inputs disable the previous exports. Results that fall in a negative or invalid domain remain visible and labelled rather than being hidden, so a failed configuration is still an inspectable outcome.

The checksum manifest covers the package payload except the explicitly listed self-referential integrity files, and data normalisation is deterministic — canonical input and data hashes support replay; timestamps, run identifiers and browser image rasterization may differ.

Related pages

Method reference — the equations, published data sources and validity domains behind each laboratory.

Verification record — historical numerical baseline; see the v750 verification record below.

Installation check — confirms every required file is present, correctly typed and matched to this release.

New measured-data and reproducibility workflows

AlphaTrack includes a plate and calibration registry, locked evaluation, adjudication and bounded pixel-batch analysis. DirectConvert accepts signed I–V readings, background, calibration and frozen held-out predictions. Torus and reactor workspaces compare declared field measurements with a current numerical run. These workflows preserve evidence identity; supplied measurements and calibration declarations still require independent review.

Use Sensors or Compare in Torus for uncertainty, evidence and external-reference studies. Open Research tools in the other labs. Typed inputs retain an advanced JSON view and downloadable results. Manufactured examples exercise software only.