Dataset · MLC-0503 · [SAMPLE]
Materials properties
1Description
Property data for engineering materials, from alloys to polymers and ceramics: density, tensile and yield strength, elongation, hardness, modulus, thermal conductivity and expansion, melting range, composition and corrosion indicators. Every value carries its unit, condition or temper and a reference, so grades can be compared like for like. Design engineers use it for material selection, manufacturers for supplier qualification, and ML teams for materials informatics and property prediction.
Subsets
- Alloys
- Polymers
- Ceramics
- Thermal properties
- Tensile strength
- Hardness
- Corrosion resistance
2Schema
| Field | Type | Description | Example |
|---|---|---|---|
| material | string | Material and grade | Aluminium alloy 6061-T6 |
| uns_number | string | Unified Numbering System designation | A96061 |
| family | string | Material family | Wrought aluminium alloy, 6000 series (Al-Mg-Si) |
| condition | string | Temper, heat treatment or processing condition | T6: solution heat-treated and artificially aged |
| density_g_cm3 | number | Density, g/cm3 | 2.7 |
| tensile_strength_uts_mpa | number | Ultimate tensile strength, MPa | 310.0 |
| yield_strength_mpa | number | Yield (proof) strength, MPa | 270.0 |
| elongation_at_break_pct | number | Elongation at break, % | 10.0 |
| brinell_hardness | number | Brinell hardness, HB | 93.0 |
| elastic_modulus_gpa | number | Young's modulus, GPa | 69.0 |
| shear_strength_mpa | number | Shear strength, MPa | 210.0 |
| fatigue_strength_mpa | number | Fatigue strength, MPa | 96.0 |
| thermal_conductivity_w_mk | number | Thermal conductivity, W/m-K | 170.0 |
| thermal_expansion_um_m_k | number | Coefficient of thermal expansion, µm/m-K | 24.0 |
| specific_heat_j_kg_k | number | Specific heat capacity, J/kg-K | 900.0 |
| solidus_c | number | Melting onset (solidus), °C | 580.0 |
| liquidus_c | number | Melting completion (liquidus), °C | 650.0 |
| electrical_conductivity_pct_iacs | number | Electrical conductivity, % IACS (equal volume) | 43.0 |
| pren | number | Pitting resistance equivalent number (stainless steels) | |
| composition_wt_pct | object | Permitted composition range by element, % weight | {"Al": "95.9 to 98.6", "Mg": "0.8 to 1.2", "Si": "0.4 to 0.8", "Fe"... |
| related_standards | array<string> | Product standards covering the material | ["ASTM B308", "ASTM B247", "ASTM B483", "ASTM B211", "ASTM B210"] |
| source_url | string | Reference page for the values | https://www.makeitfrom.com/material-properties/6061-T6-Aluminum |
3Sample records
Sample record 1
| material | Aluminium alloy 6061-T6 |
|---|---|
| uns_number | A96061 |
| family | Wrought aluminium alloy, 6000 series (Al-Mg-Si) |
| condition | T6: solution heat-treated and artificially aged |
| density_g_cm3 | 2.7 |
| tensile_strength_uts_mpa | 310.0 |
| yield_strength_mpa | 270.0 |
| elongation_at_break_pct | 10.0 |
| brinell_hardness | 93.0 |
| elastic_modulus_gpa | 69.0 |
| shear_strength_mpa | 210.0 |
| fatigue_strength_mpa | 96.0 |
| thermal_conductivity_w_mk | 170.0 |
| thermal_expansion_um_m_k | 24.0 |
| specific_heat_j_kg_k | 900.0 |
| solidus_c | 580.0 |
| liquidus_c | 650.0 |
| electrical_conductivity_pct_iacs | 43.0 |
| composition_wt_pct.Al | 95.9 to 98.6 |
| composition_wt_pct.Mg | 0.8 to 1.2 |
| composition_wt_pct.Si | 0.4 to 0.8 |
| composition_wt_pct.Fe | 0 to 0.7 |
| composition_wt_pct.Cu | 0.15 to 0.4 |
| composition_wt_pct.Cr | 0.040 to 0.35 |
| composition_wt_pct.Zn | 0 to 0.25 |
| composition_wt_pct.Mn | 0 to 0.15 |
| composition_wt_pct.Ti | 0 to 0.15 |
| related_standards | ASTM B308; ASTM B247; ASTM B483; ASTM B211; ASTM B210 |
| source_url | https://www.makeitfrom.com/material-properties/6061-T6-Aluminum |
{
"material": "Aluminium alloy 6061-T6",
"uns_number": "A96061",
"family": "Wrought aluminium alloy, 6000 series (Al-Mg-Si)",
"condition": "T6: solution heat-treated and artificially aged",
"density_g_cm3": 2.7,
"tensile_strength_uts_mpa": 310.0,
"yield_strength_mpa": 270.0,
"elongation_at_break_pct": 10.0,
"brinell_hardness": 93.0,
"elastic_modulus_gpa": 69.0,
"shear_strength_mpa": 210.0,
"fatigue_strength_mpa": 96.0,
"thermal_conductivity_w_mk": 170.0,
"thermal_expansion_um_m_k": 24.0,
"specific_heat_j_kg_k": 900.0,
"solidus_c": 580.0,
"liquidus_c": 650.0,
"electrical_conductivity_pct_iacs": 43.0,
"composition_wt_pct": {
"Al": "95.9 to 98.6",
"Mg": "0.8 to 1.2",
"Si": "0.4 to 0.8",
"Fe": "0 to 0.7",
"Cu": "0.15 to 0.4",
"Cr": "0.040 to 0.35",
"Zn": "0 to 0.25",
"Mn": "0 to 0.15",
"Ti": "0 to 0.15"
},
"related_standards": [
"ASTM B308",
"ASTM B247",
"ASTM B483",
"ASTM B211",
"ASTM B210"
],
"source_url": "https://www.makeitfrom.com/material-properties/6061-T6-Aluminum"
}
Sample record 2
| material | AISI 316L stainless steel |
|---|---|
| uns_number | S31603 |
| family | Wrought austenitic stainless steel |
| condition | Annealed |
| density_g_cm3 | 7.9 |
| tensile_strength_uts_mpa | 530.0 |
| yield_strength_mpa | 190.0 |
| elongation_at_break_pct | 42.0 |
| brinell_hardness | 190.0 |
| elastic_modulus_gpa | 200.0 |
| shear_strength_mpa | 370.0 |
| fatigue_strength_mpa | 170.0 |
| thermal_conductivity_w_mk | 15.0 |
| thermal_expansion_um_m_k | 16.0 |
| specific_heat_j_kg_k | 470.0 |
| solidus_c | 1380.0 |
| liquidus_c | 1400.0 |
| electrical_conductivity_pct_iacs | 2.3 |
| pren | 26.0 |
| composition_wt_pct.Fe | 62 to 72 |
| composition_wt_pct.Cr | 16 to 18 |
| composition_wt_pct.Ni | 10 to 14 |
| composition_wt_pct.Mo | 2.0 to 3.0 |
| composition_wt_pct.Mn | 0 to 2.0 |
| composition_wt_pct.Si | 0 to 0.75 |
| composition_wt_pct.N | 0 to 0.1 |
| composition_wt_pct.P | 0 to 0.045 |
| composition_wt_pct.C | 0 to 0.030 |
| composition_wt_pct.S | 0 to 0.030 |
| related_standards | ASTM A493; ASTM A473; ASTM A479; ASTM A666; ASTM A182 |
| source_url | https://www.makeitfrom.com/material-properties/Annealed-316L-Stainless-Steel |
{
"material": "AISI 316L stainless steel",
"uns_number": "S31603",
"family": "Wrought austenitic stainless steel",
"condition": "Annealed",
"density_g_cm3": 7.9,
"tensile_strength_uts_mpa": 530.0,
"yield_strength_mpa": 190.0,
"elongation_at_break_pct": 42.0,
"brinell_hardness": 190.0,
"elastic_modulus_gpa": 200.0,
"shear_strength_mpa": 370.0,
"fatigue_strength_mpa": 170.0,
"thermal_conductivity_w_mk": 15.0,
"thermal_expansion_um_m_k": 16.0,
"specific_heat_j_kg_k": 470.0,
"solidus_c": 1380.0,
"liquidus_c": 1400.0,
"electrical_conductivity_pct_iacs": 2.3,
"pren": 26.0,
"composition_wt_pct": {
"Fe": "62 to 72",
"Cr": "16 to 18",
"Ni": "10 to 14",
"Mo": "2.0 to 3.0",
"Mn": "0 to 2.0",
"Si": "0 to 0.75",
"N": "0 to 0.1",
"P": "0 to 0.045",
"C": "0 to 0.030",
"S": "0 to 0.030"
},
"related_standards": [
"ASTM A493",
"ASTM A473",
"ASTM A479",
"ASTM A666",
"ASTM A182"
],
"source_url": "https://www.makeitfrom.com/material-properties/Annealed-316L-Stainless-Steel"
}
4Uses
- Material selection and substitution in design
- Supplier and mill certificate checks
- Materials informatics and property prediction models
- Simulation and CAE material libraries
- Cost and sustainability comparisons across grades
5Citation
@misc{mlchart_materials_properties_2026,
title = {Materials properties},
author = {MLchart},
publisher = {MLchart},
year = {2026},
version = {2026.10},
url = {https://mlchart.com/datasets/materials-properties/}
}
MLchart. (2026). Materials properties (Version 2026.10) [Data set]. https://mlchart.com/datasets/materials-properties/
6Access
The full Materials properties dataset (MLC-0503), records on request. Delivered as JSONL, CSV or Parquet under a commercial licence.