Material selection

Best materials for heat sinks: copper, aluminium or AlN?

Of the metals compared here, Silver (Ag) (99.95 % bar) and Copper (Cu) (soft C10200) move heat best, at 429 W/(m·K) and 391 W/(m·K); the light alloys follow, Aluminium alloy 6063 at 200 W/(m·K) and Aluminium alloy 6061 at 167 W/(m·K). When the part must also block electric current, Aluminium nitride (AlN) is the ceramic to look at: 140 to 180 W/(m·K), with an expansion of 4.5 to 5.6 ppm/K, depending on grade and temperature interval (see the expansion section), against 23.6 ppm/K (20 to 100 °C) for Aluminium alloy 6061; the intervals differ, so read that as indicative.

  • Pick Copper (Cu) when the part must move the most heat in a practical metal (silver is about equal, see below) and you can carry the mass: 391 W/(m·K) at 8.9 to 8.96 g/cm³. Pick Aluminium alloy 6063 when the sink is an extruded finned part: 200 W/(m·K) at 2.7 g/cm³, and its profile lists heat sinks among its uses. Pick Aluminium alloy 6061 when the part is machined from bar and strength matters: 167 W/(m·K), with a yield strength of 276 MPa.
  • Pick Aluminium nitride (AlN) when the spreader or substrate must be an electrical insulator and expand far less than the metals: 140 to 180 W/(m·K). Its supplier says the expansion is close to silicon's, which we have not checked. Pick Alumina (Al2O3) when 30 W/(m·K) is enough and you want the plainer insulating ceramic. Cost is not in our data, so compare quotes yourself.
  • Unsure: use Aluminium alloy 6063 for a finned extruded sink and Aluminium nitride (AlN) for an insulating base, then check the expansion match against your die datasheet. We cannot do that check for you; see the expansion section.

Heat-sink candidates at a glance

Heat-sink candidates at a glance
Materialthermal conductivity (W/(m·K))density (g/cm³)cte (ppm/K)
Silver (Ag)42910.519.1
Copper (Cu)3918.9 to 8.9617.6
Gold (Au)32019.314.2
Aluminium2202.722.5 to 24
Aluminium alloy 60611672.723.6
Aluminium alloy 60632002.723.5
Aluminium nitride (AlN)140 to 1803.25 to 3.34.5
Silicon carbide (SiC)140 to 4903 to 3.174.4
Silicon1502.33no data
Tungsten (W)17419.34.5
Free-cutting brass C360001168.520.5
Gallium nitride (GaN)1306.155.59
Alumina (Al2O3)303.72 to 3.98.2
Silicon nitride (Si3N4)24 to 292.53 to 3.371.4 to 3.2
Stainless steel 31613 to 177.87 to 8.0716.5 to 18.2
Invar 36 (FeNi36)10.58.05 to 8.131.18 to 4.92
Ti-6Al-4V6.74.438.6
Pick in three questions
  1. 1Must the part block electric current, as an insulating substrate or spreader?
    YesAluminium nitrideStart with Aluminium nitride (AlN) (140 to 180 W/(m·K)). Ask for the measured conductivity of your lot and keep it dry. Fall back to Alumina (Al2O3) (30 W/(m·K)) if that is enough. If the answer is no, the next two questions assume a metal sink.
  2. 2Must the metal part match a ceramic or chip in expansion?
    YesTungstenAsk your supplier about copper-tungsten and copper-molybdenum composites first: they are the usual answer and are not in the database. General engineering knowledge, not in our data: bulk tungsten is rarely used as a sink. If you must use a plain metal, Tungsten (W) has 4.5 ppm/K and 174 W/(m·K), but its density is 19.3 g/cm³ and it is brittle.
  3. 3Is the part compact, so that volume matters more than weight?
    YesCopperUse Copper (Cu) (391 W/(m·K)), expecting 8.9 to 8.96 g/cm³ and a soft material in the annealed temper. Copper expands 17.6 ppm/K, so it is not an expansion match for a chip or ceramic.
  4. OtherwiseAluminium 6063 or 6061For a light sink, Aluminium alloy 6063 when extruded (200 W/(m·K), 2.7 g/cm³) or Aluminium alloy 6061 when machined from bar (167 W/(m·K)).

Which material conducts heat best for a heat sink?

Silver (Ag) conducts heat best among the metals compared here, at 429 W/(m·K), with Copper (Cu) close behind at 391 W/(m·K) and Gold (Au) at 320 W/(m·K). The silver and copper figures come from different suppliers and grades and sit within 1.1 times of each other, so treat them as about equal; the silver profile makes no ranking. Several non-metal entries are higher on paper: suspended graphene flakes, a single-crystal silicon carbide table value, and two carbon profiles in the database, pyrolytic graphite and carbon nanotubes. The last two are below our full-grade bar, so we do not chart or quote them. Graphene and silicon carbide are treated below.

Silver is a poor default for a bulk sink: our data lists sulphide tarnish in air and a black oxide that flakes in low Earth orbit. Gold (Au) does not tarnish but is soft and very dense, and gold dissolving into tin-lead solder can make a joint brittle. Our records use gold for contacts and mirrors, not bulk sinks.

Aluminium is next. The commercially pure 1100-O grade gives 220 W/(m·K), the extrusion alloy Aluminium alloy 6063 gives 200 W/(m·K) and lists heat sinks among its uses, and the structural alloy Aluminium alloy 6061 gives 167 W/(m·K) in the T6 temper. The 6063 figures come from one article that calls its data indicative. Other aluminium alloys in the database are not charted; their conductivities are lower than or equal to 6063's. Commercially pure aluminium conducts 1.3 times as much as 6061, but its yield strength is 29 MPa against 276 MPa. That is the trade: a little conductivity for a part you can machine and bolt down.

Among ceramics, Aluminium nitride (AlN) is listed at 140 to 180 W/(m·K), and Silicon carbide (SiC) at 140 to 490 W/(m·K). Read the silicon carbide range with care. A manufacturer datasheet and a reference page give 140 to 150 W/(m·K) for direct-sintered and reaction-bonded grades; the top of the range is a 4H single-crystal figure from a semiconductor table, and another source in the same profile gives a lower value than that table without explaining the gap.

The device materials sit lower still: Silicon at 150 W/(m·K) and Gallium nitride (GaN) at 130 W/(m·K). Heat made in a transistor has to cross these first, which is why the base under them matters.

General engineering knowledge, not in our data, with no numbers. Contact and interface resistance and the sink geometry often matter more than the conductivity gap between candidates. Finned sinks are usually extruded, so Aluminium alloy 6063 is the alloy to start from and Aluminium alloy 6061 suits parts machined from bar. Heat leaves the fins by airflow, and in vacuum on a spacecraft by radiation, so the radiating surface matters. Joining copper to aluminium risks galvanic corrosion at the joint, and anodising an aluminium sink changes its radiating surface. Cost is not in our data.

Thermal conductivity of heat-sink candidatesAmong bulk metals Silver (Ag) leads at 429 W/(m·K) and Copper (Cu) follows at 391 W/(m·K), down to Ti-6Al-4V at 6.7 W/(m·K). The silicon carbide bar runs to 490 W/(m·K), but that top is a single-crystal 4H value; sintered grades are 140 to 150 W/(m·K).

Not one grade of each. Copper is soft oxygen-free C10200, commercially pure aluminium is the 1100-O grade, and 6061 is the T6 temper. Aluminium nitride is a supplier range for a typical grade. Alumina conductivity is the AD-995 grade only. The silicon carbide bar runs to a single-crystal value (see the first section). Graphene is left off the bars because its suspended-flake values would flatten the rest; it has its own section. Values are mostly at room temperature and some sources print no temperature.

Data behind this chart
Thermal conductivity of heat-sink candidates
MaterialLow (W/(m·K))High (W/(m·K))Values
Silicon carbide (SiC)1404904
Silver (Ag)4294291
Copper (Cu)3913911
Gold (Au)3203201
Aluminium2202201
Aluminium alloy 60632002001
Aluminium nitride (AlN)1401801
Tungsten (W)1741741
Aluminium alloy 60611671671
Silicon1501502
Gallium nitride (GaN)1301301
Free-cutting brass C360001161161
Alumina (Al2O3)30301
Silicon nitride (Si3N4)24292
Stainless steel 31613171
Invar 36 (FeNi36)10.510.52
Ti-6Al-4V6.76.71

How much weight do you pay for better conductivity?

Copper pays for its conductivity in mass. Its density is 8.9 to 8.96 g/cm³, which is 3.3 times that of Aluminium alloy 6061, for 2.3 times the conductivity (larger end of each range). Against commercially pure Aluminium the ratios are 3.3 times and 1.8 times. Either way the density ratio is the larger, so for a solid conduction path aluminium moves more heat per kilogram, and copper more per unit of volume.

Silver (Ag) at 10.5 g/cm³ and Gold (Au) at 19.3 g/cm³ are heavier still, and Tungsten (W) is as dense as gold at 19.3 g/cm³, with 174 W/(m·K). In a mass-limited design these three are hard to justify as sinks.

The ceramics change the picture. Copper (Cu) is 2.7 times as dense as Aluminium nitride (AlN) but only 2.2 times as conductive at the larger end of the nitride's range. Silicon carbide (SiC) has a density of 3 to 3.17 g/cm³, similar to the nitride. Against aluminium, the nitride is 1.2 times as dense, a modest weight cost for an insulating base.

Thermal conductivity against densityThe best corner is high conductivity at low density. Aluminium is the light metal there and Aluminium nitride (AlN) the ceramic, while Gold (Au) (19.3 g/cm³) and Tungsten (W) (19.3 g/cm³) pay the most mass.
Thermal conductivity against density. The best corner is high conductivity at low density. Aluminium is the light metal there and Aluminium nitride (AlN) the ceramic, while Gold (Au) (19.3 g/cm³) and Tungsten (W) (19.3 g/cm³) pay the most mass. 02004006008001000 0510152025 density (g/cm³) thermal conductivity (W/(m·K)) Silver (Ag)Ag Copper (Cu)Cu Gold (Au)Au AluminiumAluminium Aluminium alloy 60616061 Aluminium alloy 60636063 Aluminium nitride (AlN)AlN Silicon carbide (SiC)SiC SiliconSilicon Tungsten (W)W Free-cutting brass C36000C36000 Gallium nitride (GaN)GaN Alumina (Al2O3)Al2O3 Silicon nitride (Si3N4)Si3N4 Stainless steel 316316 Invar 36 (FeNi36)FeNi36 Ti-6Al-4VTi-6Al-4V
Data behind this chart
Thermal conductivity against density
Materialdensity lowdensity highthermal_conductivity (W/(m·K))
Silver (Ag)10.510.5429
Copper (Cu)8.98.96391
Gold (Au)19.319.3320
Aluminium2.72.7220
Aluminium alloy 60612.72.7167
Aluminium alloy 60632.72.7200
Aluminium nitride (AlN)3.253.3180
Silicon carbide (SiC)33.17490
Silicon2.332.33150
Tungsten (W)19.319.3174
Free-cutting brass C360008.58.5116
Gallium nitride (GaN)6.156.15130
Alumina (Al2O3)3.723.930
Silicon nitride (Si3N4)2.533.3729
Stainless steel 3167.878.0717
Invar 36 (FeNi36)8.058.1310.5
Ti-6Al-4V4.434.436.7

Which heat-sink material has an expansion that matches a chip?

The ceramics expand far less than the metals, but our data holds no silicon expansion value, so we cannot give you the mismatch. Aluminium nitride (AlN) has 4.5 ppm/K (Accuratus, temperature not stated) and 5.5 to 5.6 ppm/K (CoorsTek grades, 25 to 1000 °C), and Silicon carbide (SiC) has 4.4 ppm/K (25 to 1000 °C). The metals are far higher: Aluminium alloy 6061 23.6 ppm/K (20 to 100 °C), Copper (Cu) 17.6 ppm/K, Free-cutting brass C36000 20.5 ppm/K. The temperature intervals differ, so these comparisons are indicative. The aluminium nitride profile quotes its supplier as saying the expansion is close to silicon's; that is a supplier statement we have not checked. General engineering knowledge, not in our data: silicon is a low-expansion material. Check the figure on your die datasheet, for its own temperature interval, before relying on any value here.

Also general engineering knowledge: when a hot chip is bonded to a part that expands much more, each temperature swing loads the solder or adhesive layer between them. A ceramic base between the chip and a metal sink is a common way to keep that stress small.

Low expansion is not the same as a good sink. Invar 36 (FeNi36) is the low-expansion reference at 1.18 to 4.92 ppm/K, but it carries only 10.5 W/(m·K). Tungsten (W) has 4.5 ppm/K and 174 W/(m·K), but it is dense and brittle and oxidises in air when hot. Gallium nitride (GaN) sits at 5.59 ppm/K, Alumina (Al2O3) at 8.2 ppm/K and Silicon nitride (Si3N4) at 1.4 ppm/K near room temperature and 3.2 ppm/K to 1000 °C.

Thermal expansion (CTE) of heat-sink candidatesInvar 36 (FeNi36) expands least (1.18 ppm/K), the ceramics and Tungsten (W) follow up to 8.2 ppm/K for Alumina (Al2O3), and Aluminium reaches 24 ppm/K.

The values are not on one temperature interval. Some are for 20 to 100 degrees, some for 25 to 1000 degrees, and Invar and stainless steel give several intervals, so the bar shows their spread. The aluminium nitride bar shows 4.5 ppm/K (temperature not stated); its CoorsTek grades print 5.5 to 5.6 over 25 to 1000 degrees, not charted. Alumina expansion is the AD-995 grade. Silicon and graphene are not on the chart.

Data behind this chart
Thermal expansion (CTE) of heat-sink candidates
MaterialLow (ppm/K)High (ppm/K)Values
Aluminium22.5242
Aluminium alloy 606123.623.61
Aluminium alloy 606323.523.51
Free-cutting brass C3600020.520.51
Silver (Ag)19.119.11
Stainless steel 31616.518.22
Copper (Cu)17.617.61
Gold (Au)14.214.21
Ti-6Al-4V8.68.61
Alumina (Al2O3)8.28.21
Gallium nitride (GaN)5.595.591
Invar 36 (FeNi36)1.184.926
Aluminium nitride (AlN)4.54.51
Tungsten (W)4.54.51
Silicon carbide (SiC)4.44.41
Silicon nitride (Si3N4)1.43.23

Can one material give high conductivity, low expansion and electrical insulation?

In our data, Aluminium nitride (AlN) comes closest. It combines 140 to 180 W/(m·K), the low expansion above, and an AC dielectric strength of 16 to 20 kV/mm across the grades listed. The profile describes it as a heat-spreading ceramic that stays electrically insulating, and lists substrates, IC packages, power transistor bases and heat sinks among its uses. The cost is that it is brittle, with a flexural strength of 300 to 375 MPa, and it hydrolyses slowly in water, with no moisture limit printed. Its supplier sheets print volume resistivity as >10^14 ohm·cm (Accuratus) and >10^12 to >10^14 ohm·cm (CoorsTek); this is not entered as a property in our data. General engineering knowledge, not in our data: ceramic bases usually need metallisation or a direct-bonded copper layer before they can be soldered or brazed.

Alumina (Al2O3) is the plain insulating alternative. In the AD-995 grade it has a volume resistivity above 10¹⁴ ohm-cm at room temperature, an expansion of 8.2 ppm/K and a conductivity of only 30 W/(m·K); density spans AD-96 and AD-995. The top of the typical nitride range (180 W/(m·K)) is 6 times that figure; at the 140 end the gap is smaller. Alumina's resistivity also falls steeply as it gets hot, so check it at your operating temperature.

Silicon nitride (Si3N4) is the strong ceramic: a flexural strength of 670 to 900 MPa in our record, well above the nitride and oxide above, with 24 to 29 W/(m·K). Our data holds no electrical resistivity for it, so we do not claim insulation here.

Silicon carbide (SiC) looks attractive on conductivity (sintered grades only) and on expansion, but it is both a hard ceramic and a wide-bandgap semiconductor, and our profile gives no resistivity for the ceramic grades. Do not assume it insulates. Tungsten (W) and Invar 36 (FeNi36) are metals and conduct current, so if the part must block current only the ceramics are candidates.

Conductivity against expansionA material with high conductivity and low expansion would sit top left. Aluminium nitride (AlN) and Tungsten (W) get closest, both near 4.5 ppm/K.
Conductivity against expansion. A material with high conductivity and low expansion would sit top left. Aluminium nitride (AlN) and Tungsten (W) get closest, both near 4.5 ppm/K. 0100200300400500 01020304050 cte (ppm/K) thermal conductivity (W/(m·K)) Silver (Ag)Ag Copper (Cu)Cu Gold (Au)Au AluminiumAluminium Aluminium alloy 60616061 Aluminium alloy 60636063 Aluminium nitride (AlN)AlN Tungsten (W)W Free-cutting brass C36000C36000 Gallium nitride (GaN)GaN Alumina (Al2O3)Al2O3 Silicon nitride (Si3N4)Si3N4 Stainless steel 316316 Invar 36 (FeNi36)FeNi36 Ti-6Al-4VTi-6Al-4V
Data behind this chart
Conductivity against expansion
Materialcte lowcte highthermal_conductivity (W/(m·K))
Silver (Ag)19.119.1429
Copper (Cu)17.617.6391
Gold (Au)14.214.2320
Aluminium22.524220
Aluminium alloy 606123.623.6167
Aluminium alloy 606323.523.5200
Aluminium nitride (AlN)4.54.5180
Tungsten (W)4.54.5174
Free-cutting brass C3600020.520.5116
Gallium nitride (GaN)5.595.59130
Alumina (Al2O3)8.28.230
Silicon nitride (Si3N4)1.43.229
Stainless steel 31616.518.217
Invar 36 (FeNi36)1.184.9210.5
Ti-6Al-4V8.68.66.7

Is graphene a better heat spreader than copper?

On paper, yes, and the gap is not closed by a substrate alone. Suspended graphene flakes are quoted up to 5,000 W/(m·K), many times Copper (Cu) at 391 W/(m·K). The review cites about 600 W/(m·K) for graphene on a silicon dioxide on silicon substrate, still above copper in-plane, and about 160 W/(m·K) for a single layer encased in oxide, which is below it. The substrate and the encasement take away much of the advantage.

The real limit is thickness. General engineering knowledge, not in our data: a film is one to a few atoms thick, so the total heat it can carry is small even when its conductivity is high. It works as a spreading coat on a hot spot, not as a bulk sink. The uses in our record are research: few-layer graphene films on transistors on silicon carbide as a proof of concept, CVD graphene on thermal evaluation chips, and simulated spreaders in silicon-on-insulator circuits. No commercial product use was read.

The database also holds pyrolytic graphite, whose profile names heat spreading as its role, and carbon nanotubes. Both are below our full-grade bar, so they are not charted here. Graphene has no density or expansion value in our data, so it is absent from the density and expansion charts.

Which common materials make poor heat sinks?

Structural metals chosen for strength or corrosion resistance. Ti-6Al-4V has 6.7 W/(m·K), Stainless steel 316 has 13 to 17 W/(m·K) and Invar 36 (FeNi36) has 10.5 W/(m·K). Copper (Cu) is 58.4 times as conductive as the titanium alloy. Use these where strength, corrosion resistance or a fixed dimension is the job, and give the heat a separate path in copper or aluminium.

For the grades we hold, the ceramics Alumina (Al2O3) and Silicon nitride (Si3N4) are in the same range (30 W/(m·K) and 24 to 29 W/(m·K)). General engineering knowledge, not in our data: a thin layer passes heat across its thickness even at modest conductivity, so these grades can serve as thin insulating layers, but they are no match for aluminium nitride in a thick base.

Free-cutting brass C36000 is a free-cutting alloy with 2.5 to 3.0 % lead that dezincifies in water, so avoid it for a sink that sees water.

Terms used

Thermal conductivity
how fast heat flows through a material for a given temperature difference. Higher means the material carries heat better. Our data gives it in W/(m·K).
Heat sink and heat spreader
a spreader moves heat sideways away from a hot spot. A sink hands that heat to air, liquid or a radiating surface through a large area. Many parts do both.
Substrate
the base that a chip or circuit is built on or mounted on. A ceramic substrate is often the mechanical base and the heat path at the same time.
CTE
coefficient of thermal expansion: how much a material grows per degree of temperature rise, here in ppm/K (millionths per kelvin). A mismatch between bonded parts loads the joint when the temperature changes.
Dielectric strength
the electric field an insulator survives before it breaks down, in kV/mm. Higher is better for an insulating substrate.
Suspended graphene
a graphene flake held across a gap with nothing underneath. This is the condition that gives the highest conductivity values; on a surface the value falls.

What to check before you order

  1. Ask for the grade and temper behind every conductivity figure. In our data copper is the soft oxygen-free grade and aluminium is the commercially pure, annealed 1100-O grade.
  2. For aluminium nitride, ask for the measured thermal conductivity of your lot. Our data holds a typical supplier range (140 to 180 W/(m·K)), not a guaranteed minimum.
  3. For ceramics, ask for volume resistivity and dielectric strength at your operating temperature, not only at room temperature.
  4. Ask for the expansion coefficient over your own temperature range, and take the silicon expansion from your die datasheet.
  5. Ask how aluminium nitride is stored and sealed. Our sources say it hydrolyses slowly in water and print no moisture limit.
  6. Ask how the part will be joined to the chip or sink (solder, braze or adhesive), what the interface layer is, and whether copper meets aluminium at a joint. Our data holds none of this.

What do we not know yet?

  • Silicon has no coefficient of thermal expansion in our data, so no mismatch to a silicon die can be computed; use your die datasheet. Graphene has no density or expansion value either.
  • Aluminium nitride conductivity is a typical supplier range. The CoorsTek grade sheets print the conductivity unit incomplete, so those grades are not entered, and no aluminium nitride volume resistivity is entered as a property.
  • Silicon carbide has no resistivity for its ceramic grades, and the single-crystal 4H conductivity cannot be taken as a sintered-ceramic value. Silicon nitride has no electrical resistivity either, and high-conductivity silicon nitride substrate grades are not among those we hold.
  • Not charted or not in our data: pyrolytic graphite and carbon nanotubes (profiles below our full-grade bar, so not quoted), diamond, beryllia, copper-tungsten and copper-molybdenum composites, thermal interface materials and any joining data. The graphite-anode profile is a battery record with no thermal conductivity. Molybdenum disulfide is a lubricant with no thermal conductivity in our data.
  • Almost all values are for room temperature or an unstated temperature. No candidate has a conductivity curve over an operating range, and no sink-level thermal resistance or fin performance data is held. The 6063 values come from one article that calls its data indicative.
  • Cost and supply are not compared, and the space-environment record for these materials as heat-path parts is thin: it covers silver and copper oxidation in orbit, while the ceramics have only ground tests.

Questions people ask

Is copper or aluminium better for a heat sink?

Copper moves more heat for the same size, aluminium alloys more heat for the same weight. Our data shows 391 W/(m·K) for copper against 167 W/(m·K) for 6061 and 200 W/(m·K) for 6063, while copper is 3.3 times as dense as 6061. Choose copper for compact parts where mass is free, and extruded 6063 for finned or large sinks.

What is the best material for an electrically insulating heat spreader?

Aluminium nitride, among the insulating ceramics in our data. It is listed at 140 to 180 W/(m·K), against 30 W/(m·K) for alumina, and its expansion is far below the metals'. It is brittle and hydrolyses slowly in water, so ask the supplier for the measured conductivity of your lot and a storage limit.

Why not use silver for every heat sink?

The silver and copper figures sit within 1.1 times of each other, from different suppliers, and silver is 10.5 g/cm³ and soft. Its profile lists sulphide tarnish in air and a black oxide that flakes off in low Earth orbit as its main weaknesses. In our records silver is a reflecting and contact layer, usually covered.

Is graphene a good heat sink material?

Not as a bulk sink. Suspended flakes reach 5,000 W/(m·K) and graphene on silicon dioxide is quoted near 600 W/(m·K), still above copper in-plane, but a film carries little total heat because it is so thin. The uses in our record are thin spreading films tested on transistors and chips, and simulations. No commercial product use was read.

Is silicon carbide better than aluminium nitride for heat spreading?

Not on the ceramic grades we hold. Direct-sintered and reaction-bonded silicon carbide give 140 to 150 W/(m·K), similar to the aluminium nitride range of 140 to 180 W/(m·K). The higher silicon carbide figure is a single-crystal semiconductor value. Our data also holds no resistivity for the ceramic grades, so insulation is not shown.

Does thermal expansion matter for a heat sink?

Yes, when the sink is bonded to a chip or a ceramic. Aluminium alloy 6061 expands 23.6 ppm/K (20 to 100 °C) against 4.5 to 5.6 ppm/K for Aluminium nitride (AlN), measured over different intervals. Each temperature swing loads the joint between parts that expand differently, which is general engineering knowledge, not in our data. Check your die datasheet for the silicon figure.

How this was made

Each material is a profile in the Space Mushroom database, drafted by AI assistants from cited pages; a script checks that each value appears in the source it cites, and each profile page lists its sources. Every number in this article is either resolved from those profiles when the page is built or checked against them, so it cannot drift from the data. Ranges run across the conditions each source reports (temper, form, heat treatment). A named human reviewer has not yet signed this article. Related: Silver (Ag), Copper (Cu), Gold (Au), Aluminium, all collections, standards.

Last checked 24 October 2026. Next review when a profile changes.