Unsupervised word embeddings capture latent knowledge from materials science literature

Learning atoms for materials discovery

(2018) Quan Zhou et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Low lattice thermal conductivity and excellent thermoelectric behavior in Li3Sb and Li3Bi

(2018) Xiuxian Yang et al.   JOURNAL OF PHYSICS-CONDENSED MATTER

Machine learning for molecular and materials science

(2018) Keith T. Butler et al.   NATURE

High Thermoelectric Figure of Merit via Tunable Valley Convergence Coupled Low Thermal Conductivity in AIIBIVC2V Chalcopyrites

(2018) Madhubanti Mukherjee et al.   Journal of Physical Chemistry C

Ultralow lattice thermal conductivity and electronic properties of monolayer 1T phase semimetal SiTe2 and SnTe2

(2018) Yi Wang et al.   PHYSICA E-LOW-DIMENSIONAL SYSTEMS & NANOSTRUCTURES

Advances in thermoelectric materials research: Looking back and moving forward

(2017) Jian He et al.   SCIENCE

Machine-learned and codified synthesis parameters of oxide materials

(2017) Edward Kim et al.   Scientific Data

An ab initio electronic transport database for inorganic materials

(2017) Francesco Ricci et al.   Scientific Data

ChemDataExtractor: A Toolkit for Automated Extraction of Chemical Information from the Scientific Literature

(2016) Matthew C. Swain et al.   Journal of Chemical Information and Modeling

Materials science with large-scale data and informatics: Unlocking new opportunities

(2016) Joanne Hill et al.   MRS BULLETIN

Low-symmetry two-dimensional materials for electronic and photonic applications

(2016) He Tian et al.   Nano Today

Machine Learning Energies of 2 Million Elpasolite(ABC2D6)Crystals

(2016) Felix A. Faber et al.   PHYSICAL REVIEW LETTERS

FireWorks: a dynamic workflow system designed for high-throughput applications

(2015) Anubhav Jain et al.   CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE

tmChem: a high performance approach for chemical named entity recognition and normalization

(2015) Robert Leaman et al.   Journal of Cheminformatics

Ultralow thermal conductivity and high thermoelectric figure of merit in SnSe crystals

(2014) Li-Dong Zhao et al.   NATURE

Chemical named entities recognition: a review on approaches and applications

(2014) Safaa Eltyeb et al.   Journal of Cheminformatics

Data-Driven Review of Thermoelectric Materials: Performance and Resource Considerations

(2013) Michael W. Gaultois et al.   CHEMISTRY OF MATERIALS

Commentary: The Materials Project: A materials genome approach to accelerating materials innovation

(2013) Anubhav Jain et al.   APL Materials

Chalcopyrite CuGaTe2: A High-Efficiency Bulk Thermoelectric Material

(2012) Theerayuth Plirdpring et al.   ADVANCED MATERIALS

Python Materials Genomics (pymatgen): A robust, open-source python library for materials analysis

(2012) Shyue Ping Ong et al.   COMPUTATIONAL MATERIALS SCIENCE