Starrydata Explorer 3D

Thermoelectric properties

You can browse the distibution of the thermoelectric properties of the samples recorded in Starrydata as the 3D plots. The color of the data points indicate the dimensionless figure of merit ZT. These plots show the distribution of the published samples against their Seebeck coefficient [V/K], log₁₀(Electrical conductivity [S/m]) and lattice thermal conductivity [W/(m K)].

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Composition PCA

You can browse the distribution of molar compositions of the above samples as the 3D plots. The coordinates are obtained by Principal Component Analysis (PCA) of the fractional molar compositions of the all elements. The samples are classified into material families by an automatic classification script under development, possibly resulting in some classification errors.

All samples	100K	200K	300K	400K	500K	600K	700K	800K	900K	1000K
Antimonide	100K	200K	300K	400K	500K	600K	700K	800K	900K	1000K
Bi2Te3	100K	200K	300K	400K	500K	600K	700K	800K	900K	1000K
Clathrate	100K	200K	300K	400K	500K	600K	700K	800K	900K	1000K
Cu2Se	100K	200K	300K	400K	500K	600K	700K	800K	900K	1000K
Heusler	100K	200K	300K	400K	500K	600K	700K	800K	900K	1000K
Mg2Si	100K	200K	300K	400K	500K	600K	700K	800K	900K	1000K
Oxide	100K	200K	300K	400K	500K	600K	700K	800K	900K	1000K
PbTe	100K	200K	300K	400K	500K	600K	700K	800K	900K	1000K
Perovskite	100K	200K	300K	400K	500K	600K	700K	800K	900K	1000K
Silicide	100K	200K	300K	400K	500K	600K	700K	800K	900K	1000K
Skutterudite	100K	200K	300K	400K	500K	600K	700K	800K	900K	1000K
Sulfide-Selenide	100K	200K	300K	400K	500K	600K	700K	800K	900K	1000K
Telluride	100K	200K	300K	400K	500K	600K	700K	800K	900K	1000K
other	100K	200K	300K	400K	500K	600K	700K	800K	900K	1000K

Starrydata Search (on ChatGPT)

You can retrieve more information about the original paper and the samples, by sending the SID (Paper ID) or Sample ID to this ChatGPT tool. Flexible searches and analyses in any languages are provided through the functionality of ChatGPT. This tool can be installed in your ChatGPT environment from the GPT Store.

Starrydata Search (on ChatGPT)

Citation

When you use Starrydata's tools for your research, please cite one or more papers on Starrydata in your publication. If you do not find an appropriate position for citation, just mention our paper in some way in the introduction. So far, we have published the following papers.

• Y. Katsura, M. Kumagai, T. Kodani, M. Kaneshige, Y. Ando, S. Gunji, Y. Imai, H. Ouchi, K. Tobita, K. Kimura, K. Tsuda, Data-driven analysis of electron relaxation times in PbTe-type thermoelectric materials, Science and Technology of Advanced Materials 20 (2019) 511-520.

Starrydata2 web system

The Starrydata2 web system can be accessed from here. From the menu bar, you can also access the original datasets and the other tools.

Starrydata2 web system