The Starrydata project curates data across 12 research fields. Each project focuses on specific material properties and systematically extracts experimental data from published plots.
Comprehensive curation of thermoelectric materials data — covering Bi₂Te₃, PbTe, SnSe, half-Heuslers and more — from room temperature up to high-temperature regimes. The largest project in Starrydata.
Low-thermal-conductivity materials relevant to insulation and thermoelectrics. Focused on systems with strong phonon scattering — clathrates, Zintl phases, skutterudites — and their temperature dependence.
Heat-dissipation candidates such as diamond, BN, SiC. Temperature-dependent thermal conductivity is systematized for thermal management and next-generation semiconductor packaging.
Electrochemical data of next-generation secondary battery materials. Through charge–discharge curves, cycle stability, and rate capability, we systematize capacity, voltage profile, and degradation behavior.
Next-generation solid-state batteries with sulfide and oxide electrolytes. Charge–discharge profiles and cycling behavior are systematized for emerging material systems.
Air battery materials targeting high energy density. Curating charge–discharge data for cathodes and catalysts.
Magnetic materials including permanent, soft, and rare-earth magnets. We focus on field-dependent magnetization (hysteresis loops) and temperature-dependent magnetization, enabling extraction of coercivity, remanence, and Curie temperature.
Dielectric properties of ferroelectrics and capacitor materials. We systematize temperature and frequency dependence of permittivity (ε′) and loss (tanδ), enabling analysis of phase transitions and polarization behavior.
Piezoelectric materials such as PZT and KNN-based systems. We curate polarization–field hysteresis (PE loops), strain–field butterfly curves, and temperature-dependent permittivity.
Foundational data for exploratory studies of novel materials. Temperature-dependent resistivity, Seebeck coefficient, and thermal conductivity span a broad range — including low-temperature phenomena such as superconductivity, CDW, and Kondo effect.
Quasicrystals and their approximants — materials with long-range order but no periodicity. We focus on resistivity, susceptibility, and Seebeck coefficient from low to room temperature.
Resistor materials for electronic components. We curate temperature-dependent resistivity and temperature coefficient of resistivity (TCR) required for circuit design.
