Page 14 - IJAMD-2-2

International Journal of AI for
Materials and Design AI-driven material development for AM

Table 3. Online repositories of materials
Name Description Material Source Availability
AFLOWLIB.ORG 44 High-throughput computational database Metals DFT http://aflow.org/(Free access)
for material properties, focusing on
thermodynamics and electronic structures
Alloy database Focused on structure and enthalpy of formation Metals DFT http://alloy.phys.cmu.edu/
for alloy systems, including stable and metastable (Free access)
phases
ASM database Comprehensive database on material properties, Metals, polymers Experiment, https://www.
phase diagrams, and processing data CALPHAD asminternational.org/
(License required)
CINDAS LLC Provides critically evaluated databases for Metals Experiment https://cindasdata.com/
thermal, mechanical, electrical, and physical (License required)
properties of materials, including aerospace alloys
Computational Open platform for accessing materials property Metals DFT, MD https://cmr.fysik.dtu.dk/
materials repository datasets derived from simulations, including (Free access)
thermodynamic and mechanical properties
Crystallography open Open-access collection of crystal structures of Metals Experiment http://www.crystallography.
database 45 organic, inorganic, metal-organic compounds, net/(Free access)
and minerals
Inorganic crystal Curated database of crystallographic data for Metals Experiment https://icsd.fiz-karlsruhe.de/
structure database 46 inorganic compounds; provides high-quality (License required)
structural information for metals, ceramics,
and minerals, with additional crystallographic
parameters calculated
Joint Automated Comprehensive platform supporting the Metals, polymers DFT, MD, https://jarvis.nist.gov/(Free
repository for various Materials Genome Initiative, designed to experiment access)
integrated simulations 47 accelerate materials discovery for energy,
electronics, and mechanical applications
Knovel database Engineering materials database covering Metals, polymers Experiment https://app.knovel.com/
properties, such as mechanical strength, thermal (License required)
stability, and chemical behavior
Matmatch Interactive platform designed for material Metals, polymers Experiment https://matmatch.com/(Free
selection, offering comprehensive datasets on access)
material properties and enabling comparisons
for engineering and design applications
Materials-cloud 48 Open-access platform for computational Metals DFT https://www.materialscloud.
materials science, serving as a “repository of org/(Free access)
repositories” similar to GitHub; provides data
sharing, simulation workflows, and educational
resources to support reproducibility and
collaboration
MatNavi Comprehensive materials database platform Metals, polymers Experiment, https://mits.nims.go.jp/(Free
featuring sub-databases for polymers (chemical CALPHAD, DFT access)
structures, processing properties, and NMR
spectra), inorganic materials (crystal structures,
phase diagrams, and physical properties),
metallic materials (density, elastic constants,
and creep characteristics), and computational
electronic structure data (band structures from
first-principles calculations)
MatWeb Searchable database providing detailed material Metals, polymers Experiment http://www.matweb.com/
property data for a wide range of engineering (Free access)
materials
(Cont'd...)

Volume 2 Issue 2 (2025) 8 doi: 10.36922/IJAMD025100007