Multiobjective Machine Learning-Assisted Discovery of a Novel Cyan–Green Garnet: Ce Phosphors with Excellent Thermal Stability

A vision of materials genome engineering in china

(2022) Yanjing Su et al.   Engineering

Machine learning prediction of glass-forming ability in bulk metallic glasses

(2021) Jie Xiong et al.   COMPUTATIONAL MATERIALS SCIENCE

Machine learning assisted composition effective design for precipitation strengthened copper alloys

(2021) Hongtao Zhang et al.   ACTA MATERIALIA

Strategies for Designing Antithermal‐Quenching Red Phosphors

(2020) Yi Wei et al.   Advanced Science

Cation-Size Mismatch as a Design Principle for Enhancing the Efficiency of Garnet Phosphors

(2020) Yoon Hwa Kim et al.   CHEMISTRY OF MATERIALS

Property-Oriented Material Design Based on a Data-Driven Machine Learning Technique

(2020) Qionghua Zhou et al.   Journal of Physical Chemistry Letters

Machine learning 5d-level centroid shift of Ce3+ inorganic phosphors

(2020) Ya Zhuo et al.   JOURNAL OF APPLIED PHYSICS

A novel green‐emitting luminescent materials with broad‐band emission for high‐quality warm white LED indoor lighting

(2020) Hang Chen et al.   JOURNAL OF THE AMERICAN CERAMIC SOCIETY

Ce3+ doped BaLu2Al2Ga2SiO12—A novel blue-light excitable cyan-emitting phosphor with ultra-high quantum efficiency and excellent stability for full-spectrum white LEDs

(2020) Mingzhang Liang et al.   JOURNAL OF RARE EARTHS

Highly efficient yellow‐orange emission and superior thermal stability of Ba 2 YAl 3 Si 2 O 12 :Ce 3+ for high‐power solid lighting

(2020) Dayu Huang et al.   JOURNAL OF THE AMERICAN CERAMIC SOCIETY

Machine learning assisted materials design and discovery for rechargeable batteries

(2020) Yue Liu et al.   Energy Storage Materials

Machine learning assisted design of high entropy alloys with desired property

(2019) Cheng Wen et al.   ACTA MATERIALIA

Searching for the Optimized Luminescent Lanthanide Phosphor Using Heuristic Algorithms

(2019) Ruichan Lv et al.   INORGANIC CHEMISTRY

An acceleration search method of higher T c superconductors by a machine learning algorithm

(2019) Kaname Matsumoto et al.   Applied Physics Express

Machine Learning Approaches for Thermoelectric Materials Research

(2019) Tian Wang et al.   ADVANCED FUNCTIONAL MATERIALS

Evaluating Thermal Quenching Temperature in Eu3+-Substituted Oxide Phosphors via Machine Learning

(2019) Ya Zhuo et al.   ACS Applied Materials & Interfaces

Phase prediction in high entropy alloys with a rational selection of materials descriptors and machine learning models

(2019) Yan Zhang et al.   ACTA MATERIALIA

Weak thermal quenching of the luminescence in Y2.94-xLuxAl4GaO12: 0.06Ce3+ green phosphor for white light-emitting diodes

(2019) Wenmin Zhang et al.   CERAMICS INTERNATIONAL

Structural Indicator to Characterize the Crystal-Field Splitting of Ce3+ in Garnets

(2019) Zhen Song et al.   Journal of Physical Chemistry C

A machine-learning approach to predicting and understanding the properties of amorphous metallic alloys

(2019) Jie Xiong et al.   MATERIALS & DESIGN

Red-Shifted Emission in Y3MgSiAl3O12:Ce3+ Garnet Phosphor for Blue Light-Pumped White Light-Emitting Diodes

(2018) Can He et al.   Journal of Physical Chemistry C

Redshift and thermal quenching of Ce 3+ emission in (Gd, Y) 3 (Al, Si) 5 (O, N) 12 oxynitride garnet phosphors

(2018) Kazuki Asami et al.   OPTICAL MATERIALS

A data-driven statistical model for predicting the critical temperature of a superconductor

(2018) Kam Hamidieh   COMPUTATIONAL MATERIALS SCIENCE

Weak thermal quenching of the luminescence in the Ca3Sc2Si3O12:Ce3+ garnet phosphor

(2018) Suchinder K. Sharma et al.   Journal of Materials Chemistry C

A highly efficient and thermally stable green phosphor (Lu2SrAl4SiO12:Ce3+) for full-spectrum white LEDs

(2018) Yu Xiao et al.   Journal of Materials Chemistry C

Identifying an efficient, thermally robust inorganic phosphor host via machine learning

(2018) Ya Zhuo et al.   Nature Communications

Selective coordination of N 3− and tuning of luminescence in garnet (Y 1−x ,La x ) 3 (Al,Si) 5 (O,N) 12 : Ce 3+ phosphors

(2017) Jiyou Zhong et al.   JOURNAL OF ALLOYS AND COMPOUNDS

A broad-band orange-yellow-emitting Lu2Mg2Al2Si2O12: Ce3+ phosphor for application in warm white light-emitting diodes

(2017) Yunan Zhou et al.   RSC Advances

Machine learning in materials informatics: recent applications and prospects

(2017) Rampi Ramprasad et al.   npj Computational Materials

Green Light-Excitable Ce-Doped Nitridomagnesoaluminate Sr[Mg2Al2N4] Phosphor for White Light-Emitting Diodes

(2016) Julius L. Leaño et al.   CHEMISTRY OF MATERIALS

Synthesis, structure and photoluminescence properties of Ca2LuHf2(AlO4)3:Ce3+, a novel garnet-based cyan light-emitting phosphor

(2016) Xicheng Wang et al.   Journal of Materials Chemistry C

Structure evolution and photoluminescence of Lu3(Al,Mg)2(Al,Si)3O12:Ce3+ phosphors: new yellow-color converters for blue LED-driven solid state lighting

(2016) Haipeng Ji et al.   Journal of Materials Chemistry C

Hybrid 2D Photonic Crystal-Assisted Lu3Al5O12:Ce Ceramic-Plate Phosphor and Free-Standing Red Film Phosphor for White LEDs with High Color-Rendering Index

(2015) Hoo Keun Park et al.   ACS Applied Materials & Interfaces

Highly efficient cyan-emitting garnet Ca3Hf2SiAl2O12: xCe3+ phosphor for solid state white lighting

(2015) Xin Ding et al.   CRYSTENGCOMM

A novel Ce3+ activated Lu3MgAl3SiO12 garnet phosphor for blue chip light-emitting diodes with excellent performance

(2015) Yurong Shi et al.   DALTON TRANSACTIONS

Synthesis, Structure, and Photoluminescence Properties of Ce3+-Doped Ca2YZr2Al3O12: A Novel Garnet Phosphor for White LEDs

(2015) Xicheng Wang et al.   Journal of Physical Chemistry C

Novel Garnet-Structure Ca2GdZr2(AlO4)3:Ce3+ Phosphor and Its Structural Tuning of Optical Properties

(2014) Xinghong Gong et al.   INORGANIC CHEMISTRY

Cation Substitution Dependent Bimodal Photoluminescence in Whitlockite Structural Ca3–xSrx(PO4)2:Eu2+ (0 ≤ x ≤ 2) Solid Solution Phosphors

(2014) Haipeng Ji et al.   INORGANIC CHEMISTRY

Effect of Al/Ga Substitution on Photoluminescence and Phosphorescence Properties of Garnet-Type Y3Sc2Ga3–xAlxO12:Ce3+ Phosphor

(2014) Yi Luo et al.   Journal of Physical Chemistry C

Combinatorial screening for new materials in unconstrained composition space with machine learning

(2014) B. Meredig et al.   PHYSICAL REVIEW B

Color-Tunable and White Luminescence Properties via Energy Transfer in Single-Phase KNaCa2(PO4)2:A (A = Ce3+, Eu2+, Tb3+, Mn2+, Sm3+) Phosphors

(2013) Dongling Geng et al.   INORGANIC CHEMISTRY