Commit Graph
8 Commits
Author SHA1 Message Date
SenrokaiandClaude Opus 5.5 a8f394cf57 Read a giant's temperature off its type as well as its correction, so a radius has one source
d097f4b gave a giant its type's bolometric correction but left its temperature at the dwarf its
colour reads as, and the radius drawn from the two paired a correction for one star with the
temperature of another. The M giants stayed too cool (610 of them at a median 3 275 K, Antares
3 019 against Ohnaka et al.'s 3 660), and a hot giant behind dust got a 30 000 K star's correction
at the temperature of an A star: Menkib, O7.5 Iab at B−V 0.02, was drawn at 9 517 K and 95 R☉,
Alp Cam, O9.5 Ia, at 338, where 14 and 21 are published. Rigel went from 81 to 102 R☉, Alnilam
from 57 to 108.

giantSurface now reads both off the type: G to M giants off van Belle et al.'s (2021, table 8)
interferometric scale, fitted to 191 giants from G1 to M7.75 III, with the correction the dwarf
sequence has at that temperature; O to F giants off the dwarf of their type, for which the table
gains Mamajek's O3 to O9.5 rows (without colours, which do not tell O types apart); carbon and S
stars, which no row reads and which got the Sun's −0.06 at 2 420 K, off the medians of Bergeat et
al. (2001): 2 990 K over the 441 stars of their table 10 and −2.83 over the 383 with a V magnitude,
counted again from VizieR here.

On the shipped catalogue (drawn radius in R☉, before → after, published): Antares 690 → 410 at
3 730 K (680; its luminosity from V is 0.4 dex under Ohnaka's), Aldebaran 48.5 → 44.0 (44.2),
Arcturus 22.5 → 24.1 (25.4), Menkar 160 → 103, Gacrux 118 → 73, Rigel 102 → 67 (74.1), Alnilam
108 → 33, Menkib 95 → 6.9 (14, the dust still dims it), Alp Cam 338 → 31, La Superba 133 → 311
(315) and 544 → 6 977 L☉ (8 090 from Bergeat's bolometric magnitude), 19 Psc 130 → 305 (295).
The 610 M giants now sit at a median 3 644 K (p10 3 386, p90 3 816). Against their own radii
before, the O giants' fall to a median 0.08, the B giants' to 0.62, the M giants' to 0.68, and the
K giants' rise by 8 %. It is not better everywhere: Pollux goes from 8.6 to 10.1 against 8.8,
119 Tau from 700 to 326 against 587, and Mintaka and Alnitak, placed by Hipparcos at 212 and 226
pc where they are about 380, come out 8.8 and 11.8 against 13 to 20.

Tests: the giant case in stellar.spec now checks Antares's temperature against Ohnaka's, and
Aldebaran (to a tenth) and Rigel (to a fifth) against their interferometric radii; new cases give
Menkib its type's 36 100 K and a radius within 2.5 times the published one, and La Superba a
luminosity within a fifth of Bergeat's and 2 990 K; spectral.spec covers dwarfSequenceAtType. The
scene's supergiant case now expects Antares at 350-480 R☉ where it pinned 600-760. Controls:
the luminosity or the temperature ignoring giantSurface, G-M giants read as the dwarf of their
type, their correction taken off the type instead of their temperature, O giants through the
textbook colour clamped at B0, the type index off by one subclass and carbon stars unhandled each
fail the named test.

Co-Authored-By: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
2026-09-29 23:51:20 +02:00
SenrokaiandClaude Opus 5.5 06b4ff64b5 Read a white dwarf past the table's blue end at the temperature white dwarfs of its colour have
31e0c04 clamped an untyped star bluer than BP−RP −0.12 to the table's B9 row, so every one of the
110 white dwarfs within 50 pc was drawn at 10 700 K. Gentile Fusillo et al. (2021, MNRAS 508, 3877)
fit 104 of them at 14 266 to 39 304 K, and the radius their mass and gravity give was a median
0.65 of the one drawn. Past the table's end, dwarfSequenceAtColor now reads BP−RP off the median
pure-hydrogen temperature they fit in bins of ±0.025 around −0.15 to −0.40 (15 369 to 28 585 K,
counted again from the cross-match: 27, 24, 22, 15, 10 and 2 stars), and the correction and G−V
off the table's own rows at that temperature, through a new dwarfSequenceAtTemperature that
temperatureToColorIndex now shares.

Against GF21's R = sqrt(GM/g) over the same 104, the drawn radius goes from a median 1.53 (p10
1.33, p90 1.96) to 0.96 (0.94, 1.05), and the temperature from 0.59 of theirs to 1.00 (0.88,
1.02). Gaia DR3 6791196382856581376 is now 19 251 K and 0.0120 R☉, against their 19 205 K and
0.01245.

Tests: stellar.spec's −0.25 case now expects 19 012 K where it pinned 10 700, and a new case gives
that white dwarf its radius to within a fifth; spectral.spec reads −0.15, −0.13 and −0.6, keeps
the red end and B−V's blue end at their rows, and covers dwarfSequenceAtTemperature. Controls:
no white-dwarf branch, the bin's temperature without interpolating, B9's correction kept at the
new temperature, and the temperature read the wrong way round each fail the named test.

Co-Authored-By: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
2026-09-29 23:38:16 +02:00
SenrokaiandClaude Opus 5.5 31e0c04fe1 Read a colour past either end of the dwarf table at that end, where the star has no type instead
dwarfSequenceAtColor answers null outside Pecaut & Mamajek's table, B−V −0.301 to 2.16 and BP−RP
−0.12 to 5.1, and effectiveTemperatureK then fell back on the type, which Gaia's stars do not have
and carbon stars' parser does not read. 219 stars with a measured colour got no temperature and so
no radius, and were drawn at the Sun's radius in the Sun's colour: 110 white dwarfs within 50 pc,
38 Gaia stars redder than BP−RP 5.1 (Gaia DR3 6439125097427143808, an ultracool dwarf 4.0 pc away),
HD 46687, La Superba and the other carbon stars, and an O8 star.

Past the table, the colour is now read at the row it is past (clampToTable), but only for a star
with no readable type: beside a type an off-table colour is more often the bad measurement — HD
49748 is G5 V at B−V −0.32 — so the type still wins there, as it did. The luminosity reads the same
point, so a star past the red end also gets the M8.5 row's G−V and correction. A type's own colour
past the table, which only O types have, is read at B0. Carbon and S stars (C, N, R, S) now count
as giants, so their correction stays their type's, not an M8.5 dwarf's −5.78.

Measured on the shipped catalogue: stars without a temperature 3 053 -> 2 834, without a radius
3 077 -> 2 858; all 292 stars with an off-table colour now have a temperature, against 73. Gaia DR3
6439125097427143808 is 2 420 K and 0.110 R☉ (M8.5 V: 0.104); the 110 white dwarfs a median 0.018 R☉
at 10 700 K (0.0013 to 0.034); HD 46687 212 R☉ at 2 420 K and La Superba 133; audit #16's Gaia DR3
5612323414549657984, k1 Pup, B6 V at BP−RP −0.15, 203 L☉ and 4.1 R☉ against 143 and none (FLAME
gives 336 and 3.49). The 2 851 stars left without a radius have neither a colour nor a readable
type, or no band.

Controls, each failing its named test: no clamp for an untyped star (2 of 784 failed), the clamp
winning over a type, an O type's colour unclamped, the luminosity off the unclamped sequence, and
carbon stars not counted as giants (1 of 784 each); clampToTable ignored (3 of 784).

Co-Authored-By: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
2026-09-29 20:01:07 +02:00
SenrokaiandClaude Opus 5.5 d097f4b477 Correct a giant's light by its type, not by the cooler dwarf its colour reads as
3392f06 read every star's bolometric correction off the dwarf sequence at its colour, so a giant
got the correction of the cooler dwarf of that colour, which is larger. Antares, M1 Ib at B−V 1.87,
took an M5 dwarf's −3.26 and came out 172 023 L☉ and 1 516 R☉, a 7.06 AU sphere, against the 680 R☉
Ohnaka et al. (2013) measure; 119 Tau 2 838 against 587, Menkar 204 against 89.

isGiant (spectral.ts) reads luminosity class I to III off a type's primary component, or HYG's g
and c prefixes, and a giant keeps its type's correction. Drawn radius against the published one
(no planets, so derived), before and after: Antares 2.23 -> 1.01, 119 Tau 4.84 -> 1.43, Menkar 2.29
-> 1.80, Scheat 1.92 -> 1.42, Aldebaran 1.95 -> 1.10, Mirach 1.96 -> 1.27, 41 Com 2.14 -> 1.56;
Betelgeuse 0.76 -> 0.89. It is not better everywhere: Gacrux goes from 1.23 to 1.40 and Arcturus
from 1.02 to 0.88. 10 808 stars have a giant's type, 10 794 of them a colour. Against the archive's
own luminosity for the 130 giant hosts, the median error moves from 0.038 to 0.052 dex and the 90th
percentile from 0.246 to 0.204; 17 are off by over 1.5 times, against 19.

Controls, each failing its named test (1 of 781): the giant given the dwarf's correction, a giant
companion read as the primary, a IV read as a I, and the prefixes ignored.

Co-Authored-By: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
2026-09-29 19:53:22 +02:00
SenrokaiandClaude Opus 5.5 2242fe0a7f Give every star a limb-darkened surface in its own colour, and light its planets with it
Every star but the Sun was a flat disc of one colour, and the Sun wore the texture pack's orange
photograph, lit by the same white light as every other star's planets.

Every star now shares one TSL material (starSurfaceMaterial in the scene): the Sun's map in grey,
times the colour of a blackbody at the star's temperature, times a linear limb-darkening law,
1 - 0.6 (1 - mu), the Sun's coefficient in the visible. The temperature is the one the radius
uses: the archive's st_teff for a host, else the dwarf sequence at its colour or type, else
the Sun's.
The colour comes from blackbodyColor (stellar.ts): Kim et al.'s cubic fit to the Planckian locus,
then CIE XYZ to linear sRGB, brightest channel 1. At D65 it gives 2 900 K (255, 180, 103), 5 800 K
(255, 241, 235) and 9 600 K (208, 219, 255), against (255, 182, 98), (255, 241, 231) and
(211, 221, 255) in Charity's integrated blackbody table. The tint is a uniform, so the shader is
built once and not per system.

The star's PointLight takes the same colour against the Sun's, since the planets' photographs
were taken in sunlight: the Sun's light stays white at pi, TRAPPIST-1's (2 566 K) is
(1, 0.44, 0.10) and Proxima's (2 900 K) (1, 0.52, 0.17), Sirius's (0.52, 0.67, 1). The intensity
stays pi. No halo comes back.

sun.jpg was 2048 by 1024 and 822 427 bytes for a disc that reaches 216 px across at the Sun's
closest approach on a 1080-line screen. It is now 1024 by 512 in grey, 31 306 bytes, which covers
the disc to a 1440-line screen. Its brightness varied by 56 % rms, which made every star a mottled
rock; it is rescaled to 14 % rms about the display's white, of the order of the Sun's granulation
contrast, the brighter half clipped as in a photograph exposed for the disc (6 % rms remains).

Measured on the dev server (1600 by 1000, the camera at its closest approach):
- the disc's brightness against the law, from r/R 0.52 to 0.97: Sun 0.970/0.841/0.763/0.657/0.560
  against 0.927/0.829/0.755/0.645/0.554, ups And and Sirius the same to within 0.05;
- the disc's centre in sRGB: Sun (245, 233, 226), ups And (F8V, 6 157 K) (249, 239, 239),
  Sirius (199, 209, 243);
- the first system entry of a fresh page, three runs each in alternating blocks against the
  previous commit: Sol's longest task 90 ms before, 86 ms after, two tasks over 50 ms in every
  run either way; Proxima Centauri's none over 50 ms after, one run of six with a 53 ms task
  before. The long tasks on Sol's first entry predate this change.

Co-Authored-By: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
2026-09-25 15:10:52 +02:00
SenrokaiandClaude Opus 5.5 7213f987c4 Draw every star at its own radius, measured where the archive has one and derived otherwise
The system view drew the Sun at its own radius and every other star at 0.45 of its innermost
orbit, capped at 0.2 AU: a size chosen so the star would not swallow its planets, not the star's.
Proxima Centauri was drawn at 2.8 solar radii, eighteen times its own, and every star without
planets at 43.

starSurfaceOf (body-view-model.ts) now gives each star a radius and a temperature. A planet host
takes the archive's st_rad and st_teff from its planets' rows: 4 439 hosts are drawn at a
measured radius, 22 at a derived one. Every other star's is derived: its temperature off Pecaut & Mamajek's dwarf
sequence at its colour (the same table the spectral estimate reads, or at the colour its type
implies where it has none), its luminosity from its absolute magnitude and the bolometric
correction luminositySolar already applies, and R = sqrt(L) / (T / 5772 K)^2. Against the
archive's own st_rad for the 1 447 catalogue hosts that have one, the derived radius is within
0.018 dex at the median, 0.071 dex at the 90th percentile, and within a factor of 1.5 for
97.1 %. Sirius comes out 1.79 solar radii (1.711 published, Liebert et al. 2005), Wolf 359 0.117,
Betelgeuse 584, the Sun exactly 1.

A star with no band has only the ETL's stand-in magnitude, and gets no derived radius: PSR
J1719-1438 came out 2.3 solar radii from it, wider than its planet's orbit. With the stars that
have neither a colour nor a type, that leaves 3 077 of 455 608 stars (274 of 4 735 hosts) with
no radius; they are drawn at the Sun's, and their card gives none.

The card says which it is: "Radius 0.141 solar radii" for a published one, "~0.10 solar radii,
from colour and brightness" for a derived one, two figures because colour does not give three.

A giant drawn at its size can be wider than its system, so systemFramingDistanceAu also makes
room for the star, and the controls' closest approach is now three of the star's radii where
that is more than the old 0.05 AU. 23 211 stars are drawn wider than 3.6 solar radii, which put
0.05 AU inside three of their radii, and a zoom would have carried the camera through the
surface of the largest. The Sun keeps 0.05 AU. starMarkerRadiusAu and the renderer's innermost
axis, which only it read, are gone.

Co-Authored-By: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
2026-09-25 14:27:39 +02:00
SenrokaiandClaude Opus 5.5 3392f06c85 Read a star's bolometric correction off its colour, and carry Gaia's G to V first
A star's luminosity was its absolute magnitude plus a bolometric correction read off its spectral
type, with its magnitude taken as V whatever band it was in. Gaia classifies none of its stars, so
all of its 379 000 got the Sun's correction, and their G was read as V: TRAPPIST-1 came out at a
seventh of its luminosity.

The dwarf sequence spectral.ts already reads types off (Pecaut & Mamajek 2013, table 5, online
version 2022.04.16) now carries its effective temperature, bolometric correction to V and Gaia
G-V columns, and dwarfSequenceAtColor interpolates them at a colour, in the colour's own system.
luminositySolar uses it wherever the star's colour is inside the table: the G magnitude is
carried to V, then corrected. Only without such a colour does it fall back to the spectral type,
as before.

Against the archive's own st_lum for the 1 449 hosts that are catalogue stars, the median error
goes from 0.038 to 0.022 dex and the 90th percentile from 0.292 to 0.115 dex; within a factor of
1.5, 84.5 % -> 93.8 %. For the 572 hosts Gaia describes: 90th percentile 0.332 -> 0.073 dex,
81.8 % -> 97.0 % within a factor of 1.5. Barnard's Star with no type now reads 0.0029 L_sun
against 0.0035 published, and TRAPPIST-1 7.3e-4 against 5.5e-4 (Agol et al. 2021).

Across the catalogue, 311 255 of 455 608 stars move by more than 10 % (median ratio 0.90: a
G-type star's G is 0.16 brighter than its V), and so do the hosts of 3 158 planets, whose
equilibrium temperatures follow as the fourth root.

Co-Authored-By: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
2026-09-25 00:02:12 +02:00
Claude ac296f5133 Derive a surface for every body that was never photographed
Fifteen bodies here have a real photograph. Every exoplanet does not, and
never will on current instruments — none has ever been imaged — and nor do
several of the solar system's own moons. Those all shared one crude
stand-in: a few noisy bands tinted by category, cached per colour, so
every exoplanet in the app was literally the same picture.

They now get a surface reasoned from what has actually been measured.

The chain is standard at every link. A host star's luminosity comes from
its catalogued apparent magnitude and its parallax distance — that pair is
exactly an absolute magnitude — plus a bolometric correction for its
spectral class. The correction is not optional: an M dwarf radiates most
of its light in the infrared, so its visual magnitude understates it more
than tenfold, and M dwarfs are what most nearby planet hosts are.
Luminosity and the semi-major axis then give an equilibrium temperature,
mass and radius give a bulk density, and size, temperature and density
together give a class of world.

Checked against the solar system the temperatures land on Earth 255 K,
Jupiter 112 K, Neptune 46 K, all within a kelvin or two of published
values, and 51 Pegasi b comes out at 1227 K against a published 1200.

Each class carries a palette reasoned from its chemistry — methane absorbs
red light, which is why the ice giants are blue — and a structure: zonal
bands for a body with a fluid envelope, because a rapidly rotating
atmosphere organises into them, and fractal terrain for one with a solid
surface. Polar caps grow and shrink with the derived temperature, which is
the clearest visible consequence of the whole chain.

The generator samples three-dimensional noise along the sphere rather than
a flat field, so there is no seam to stitch at the antimeridian and no
pinching at the poles, and it writes into a byte array rather than a
canvas — a pure function, testable, with no 2D context to be unavailable.

Two things the derivation cannot do, both stated on screen next to the
measurements it rests on. Equilibrium temperature ignores greenhouse
warming and internal heat, so Venus comes out at 300 K against a real
surface of 737 K and Io, kept molten by tides, classifies as ice. And
these are illustrations: reasoned, but not observations.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01WaySiNst4HhDXBHnMy8p5G
2026-08-05 06:52:22 +00:00