Synthesis and characterization of single-phase epitaxial Cr2N thin films by reactive magnetron sputtering
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journal
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September 2018 |
Automated Multiscale Approach To Predict Self-Diffusion from a Potential Energy Field
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February 2019 |
Chemical and Lattice Stability of the Tin Sulfides
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journal
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March 2017 |
Cobalt-Doped Black TiO 2 Nanotube Array as a Stable Anode for Oxygen Evolution and Electrochemical Wastewater Treatment
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journal
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April 2018 |
Machine Learning Enabled Computational Screening of Inorganic Solid Electrolytes for Suppression of Dendrite Formation in Lithium Metal Anodes
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August 2018 |
Predicting Materials Properties with Little Data Using Shotgun Transfer Learning
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journal
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September 2019 |
Experimental Determination of the Thermal Diffusivity of α-Cryolite up to 810 K and Comparison with First Principles Predictions
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journal
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May 2017 |
Electrochemical Properties of Na0.66V4O10 Nanostructures as Cathode Material in Rechargeable Batteries for Energy Storage Applications
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journal
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June 2019 |
Fast and Accurate Artificial Neural Network Potential Model for MAPbI3 Perovskite Materials
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journal
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June 2019 |
Computational Screening of Layered Materials for Multivalent Ion Batteries
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April 2019 |
Representing Multiword Chemical Terms through Phrase-Level Preprocessing and Word Embedding
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journal
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October 2019 |
Modulating Electronic Structures of Armchair GaN Nanoribbons by Chemical Functionalization under an Electric Field Effect
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January 2020 |
Machine Learning-Based Prediction of Crystal Systems and Space Groups from Inorganic Materials Compositions
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journal
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February 2020 |
Computational prediction of new auxetic materials
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August 2017 |
Pre-critical fluctuations and what they disclose about heterogeneous crystal nucleation
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December 2017 |
Atomic visualization of a non-equilibrium sodiation pathway in copper sulfide
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journal
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March 2018 |
Experimental search for high-temperature ferroelectric perovskites guided by two-step machine learning
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April 2018 |
Accelerating the discovery of insensitive high-energy-density materials by a materials genome approach
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June 2018 |
Color-stable highly luminescent sky-blue perovskite light-emitting diodes
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August 2018 |
Advanced sulfide solid electrolyte by core-shell structural design
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October 2018 |
Identifying an efficient, thermally robust inorganic phosphor host via machine learning
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October 2018 |
Alleviating oxygen evolution from Li-excess oxide materials through theory-guided surface protection
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November 2018 |
Pulsed axial epitaxy of colloidal quantum dots in nanowires enables facet-selective passivation
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November 2018 |
A monoclinic polymorph of sodium birnessite for ultrafast and ultrastable sodium ion storage
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November 2018 |
Materials genomics methods for high-throughput construction of COFs and targeted synthesis
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December 2018 |
Robust and synthesizable photocatalysts for CO2 reduction: a data-driven materials discovery
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January 2019 |
Anomalous metal segregation in lithium-rich material provides design rules for stable cathode in lithium-ion battery
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April 2019 |
Unsupervised discovery of solid-state lithium ion conductors
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November 2019 |
Enhancing materials property prediction by leveraging computational and experimental data using deep transfer learning
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November 2019 |
Nanocrystal facet modulation to enhance transferrin binding and cellular delivery
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March 2020 |
Catalysis-Hub.org, an open electronic structure database for surface reactions
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journal
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May 2019 |
2DMatPedia, an open computational database of two-dimensional materials from top-down and bottom-up approaches
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June 2019 |
High-throughput computation and evaluation of raman spectra
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July 2019 |
Text-mined dataset of inorganic materials synthesis recipes
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October 2019 |
Comparative dataset of experimental and computational attributes of UV/vis absorption spectra
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December 2019 |
An automatically curated first-principles database of ferroelectrics
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March 2020 |
An informatics guided classification of miscible and immiscible binary alloy systems
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August 2017 |
Identifying models of dielectric breakdown strength from high-throughput data via genetic programming
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December 2017 |
Multi-objective Optimization for Materials Discovery via Adaptive Design
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February 2018 |
Bayesian-Driven First-Principles Calculations for Accelerating Exploration of Fast Ion Conductors for Rechargeable Battery Application
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journal
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April 2018 |
High-throughput ab initio calculations on dielectric constant and band gap of non-oxide dielectrics
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journal
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October 2018 |
Machine learning assisted optimization of electrochemical properties for Ni-rich cathode materials
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October 2018 |
L10-FeNi films on Au-Cu-Ni buffer-layer: a high-throughput combinatorial study
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October 2018 |
Role of filler and its heterostructure on moisture sorption mechanisms in polyimide films
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journal
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November 2018 |
ElemNet: Deep Learning the Chemistry of Materials From Only Elemental Composition
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journal
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December 2018 |
Significance of hydrogen bonding and other noncovalent interactions in determining octahedral tilting in the CH3NH3PbI3 hybrid organic-inorganic halide perovskite solar cell semiconductor
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journal
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January 2019 |
Design and Development of Lubricating Material Database and Research on Performance Prediction Method of Machine Learning
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journal
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December 2019 |
Advances in Kriging-Based Autonomous X-Ray Scattering Experiments
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January 2020 |
Data-driven prediction of diamond-like infrared nonlinear optical crystals with targeting performances
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February 2020 |
High-throughput search of ternary chalcogenides for p-type transparent electrodes
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March 2017 |
Quantitative description on structure–property relationships of Li-ion battery materials for high-throughput computations
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journal
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January 2017 |
Identification of ground-state spin ordering in antiferromagnetic transition metal oxides using the Ising model and a genetic algorithm
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journal
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January 2017 |
RANdom SAmple Consensus (RANSAC) algorithm for material-informatics: application to photovoltaic solar cells
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June 2017 |
The dye-sensitized solar cell database
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journal
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April 2018 |
Organic materials database: An open-access online database for data mining
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journal
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February 2017 |
Materials Genome in Action: Identifying the Performance Limits of Physical Hydrogen Storage
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text
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January 2023 |
Efficient Calculation of the Negative Thermal Expansion in ZrW2O8
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journal
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July 2018 |
Aqueous Stability of Alkali Superionic Conductors from First-Principles Calculations
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journal
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April 2016 |
Chemical Diversity of Metal Sulfide Minerals and Its Implications for the Origin of Life
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journal
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October 2018 |
Insight on the Interplay between Synthesis Conditions and Thermoelectric Properties of α-MgAgSb
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journal
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June 2019 |
Electronic Structure of B20 (FeSi-Type) Transition-Metal Monosilicides
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journal
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August 2019 |
Recent Advances and Future Prospects in Spark Plasma Sintered Alumina Hybrid Nanocomposites
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journal
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November 2019 |
Machine-Learning-Assisted De Novo Design of Organic Molecules and Polymers: Opportunities and Challenges
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journal
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January 2020 |
Mapping and Classifying Molecules from a High-Throughput Structural Database
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preprint
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January 2016 |
A posteriori metadata from automated provenance tracking: Integration of AiiDA and TCOD
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text
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January 2017 |
Open Chemistry: RESTful Web APIs, JSON, NWChem and the Modern Web Application
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preprint
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January 2017 |
Physical descriptor for the Gibbs energy of inorganic crystalline solids and temperature-dependent materials chemistry
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text
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January 2018 |
Evaluation of Mg compounds as coating materials in Mg batteries
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text
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January 2019 |
High Dielectric Ternary Oxides from Crystal Structure Prediction and High-throughput Screening
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preprint
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January 2019 |