journal article·2023-04-01Open access

TEXplorer.org: Thermoelectric material properties data platform for experimental and first-principles calculation results

Yea-Lee Lee, Hyungseok Lee, Seunghun Jang, Jeongho Shin, Taeshik Kim, Sejin Byun, In Chung, Jino Im, Hyunju Chang

APL Materials· Volume 11· Issue 4

Abstract

Scientific databases offer remarkable potential for solving complex questions in materials science, such as global optimization of materials and designing unknown materials for novel properties. ThermoElectric materials eXplorer (TEXplorer) is a web-based platform designed to collect and share all types of thermoelectric materials data, including synthesis information, materials characterization, transport measurements, and electronic structures obtained from experiments and computations. TEXplorer also provides valuable tools, such as an easy upload and download system, retrieval, automatic post-processing calculations, visualization of datasets, and toolkits for predicting thermoelectric properties through machine learning models. Using the platform, we collected and managed the thermoelectric dataset of SnSe and Bi2Te3 with various doping/alloying elements in this study in order to investigate the complex relationship between doping/alloying elements and the thermoelectric properties of host materials. The web-based interactive data platform enables efficient management and utilization of experimental and computational datasets, supporting the acceleration of data-driven materials research and autonomous material synthesis.
Source: crossref · Quality: baseline

Research context

OpenAlex topics: Machine Learning in Materials Science · Advanced Thermoelectric Materials and Devices · Chalcogenide Semiconductor Thin Films

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

Korea Research Institute of Chemical Technology (KRICT) 1 , Daejeon 34114, Republic of Korea

School of Chemical and Biological Engineering, and Institute of Chemical Processes, Seoul National University 2 , Seoul 08826, Republic of Korea

Center for Correlated Electron Systems, Institute for Basic Science (IBS) 3 , Seoul 08826, Republic of Korea

Funding

National Research Foundation of Korea · Institute of Basic Science · National Supercomputing Center, Korea Institute of Science and Technology Information

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