Machine Learning Driven Synthesis of Few-Layered WTe2 with Geometrical Control

Manipulating Weyl quasiparticles by orbital-selective photoexcitation in WTe2

(2021) Meng-Xue Guan et al.   Nature Communications

Best practices in machine learning for chemistry

(2021) Nongnuch Artrith et al.   Nature Chemistry

Accelerated discovery of CO2 electrocatalysts using active machine learning

(2020) Miao Zhong et al.   NATURE

Identifying degradation patterns of lithium ion batteries from impedance spectroscopy using machine learning

(2020) Yunwei Zhang et al.   Nature Communications

Unconventional Charge-Spin Conversion in Weyl-Semimetal WTe2

(2020) Bing Zhao et al.   ADVANCED MATERIALS

Machine Learning Driven Synthesis of Carbon Dots with Enhanced Quantum Yields

(2020) Yu Han et al.   ACS Nano

Ledge-directed epitaxy of continuously self-aligned single-crystalline nanoribbons of transition metal dichalcogenides

(2020) Areej Aljarb et al.   NATURE MATERIALS

Machine learning-guided synthesis of advanced inorganic materials

(2020) Bijun Tang et al.   Materials Today

Wafer-Scale Growth of One-Dimensional Transition-Metal Telluride Nanowires

(2020) Hong En Lim et al.   NANO LETTERS

On-the-fly closed-loop materials discovery via Bayesian active learning

(2020) A. Gilad Kusne et al.   Nature Communications

Imaging quantum spin Hall edges in monolayer WTe2

(2019) Yanmeng Shi et al.   Science Advances

Phase‐Controlled Synthesis of Monolayer Ternary Telluride with a Random Local Displacement of Tellurium Atoms

(2019) Bijun Tang et al.   ADVANCED MATERIALS

Defect Healing in Layered Materials: A Machine Learning-Assisted Characterization of MoS2 Crystal Phases

(2019) Sungwook Hong et al.   Journal of Physical Chemistry Letters

2D materials for quantum information science

(2019) Xiaolong Liu et al.   Nature Reviews Materials

Substrate-directed synthesis of MoS2 nanocrystals with tunable dimensionality and optical properties

(2019) Tomojit Chowdhury et al.   Nature Nanotechnology

Machine learning–assisted molecular design and efficiency prediction for high-performance organic photovoltaic materials

(2019) Wenbo Sun et al.   Science Advances

Machine learning directed search for ultraincompressible, superhard materials

(2018) Aria Mansouri Tehrani et al.   JOURNAL OF THE AMERICAN CHEMICAL SOCIETY

Diffusion-Controlled Epitaxy of Large Area Coalesced WSe2 Monolayers on Sapphire

(2018) Xiaotian Zhang et al.   NANO LETTERS

Vapour–liquid–solid growth of monolayer MoS2 nanoribbons

(2018) Shisheng Li et al.   NATURE MATERIALS

Quantum engineering of transistors based on 2D materials heterostructures

(2018) Giuseppe Iannaccone et al.   Nature Nanotechnology

Electrically switchable Berry curvature dipole in the monolayer topological insulator WTe2

(2018) Su-Yang Xu et al.   Nature Physics

Autonomous robotic searching and assembly of two-dimensional crystals to build van der Waals superlattices

(2018) Satoru Masubuchi et al.   Nature Communications

Room-Temperature Nanoseconds Spin Relaxation in WTe2 and MoTe2 Thin Films

(2018) Qisheng Wang et al.   Advanced Science

Controlling an organic synthesis robot with machine learning to search for new reactivity

(2018) Jarosław M. Granda et al.   NATURE

A library of atomically thin metal chalcogenides

(2018) Jiadong Zhou et al.   NATURE

Machine learning for molecular and materials science

(2018) Keith T. Butler et al.   NATURE

Accelerated discovery of stable lead-free hybrid organic-inorganic perovskites via machine learning

(2018) Shuaihua Lu et al.   Nature Communications

Electric-field induced structural transition in vertical MoTe2- and Mo1–xWxTe2-based resistive memories

(2018) Feng Zhang et al.   NATURE MATERIALS

Empirical modeling of dopability in diamond-like semiconductors

(2018) Samuel A. Miller et al.   npj Computational Materials

Disentangling Structural Confusion through Machine Learning: Structure Prediction and Polymorphism of Equiatomic Ternary Phases ABC

(2017) Anton O. Oliynyk et al.   JOURNAL OF THE AMERICAN CHEMICAL SOCIETY

Polymer-confined growth of perforated MoSe2single-crystals on N-doped graphene toward enhanced hydrogen evolution

(2017) Minghao Zhuang et al.   Nanoscale

Edge conduction in monolayer WTe2

(2017) Zaiyao Fei et al.   Nature Physics

Fabrication of MoSe2 nanoribbons via an unusual morphological phase transition

(2017) Yuxuan Chen et al.   Nature Communications

Computationally guided discovery of thermoelectric materials

(2017) Prashun Gorai et al.   Nature Reviews Materials

Large-Area and High-Quality 2D Transition Metal Telluride

(2016) Jiadong Zhou et al.   ADVANCED MATERIALS

On the Quantum Spin Hall Gap of Monolayer 1T′-WTe2

(2016) Feipeng Zheng et al.   ADVANCED MATERIALS

Morphology evolution of MoS2: From monodisperse nanoparticles to self-assembled nanobelts

(2016) Ting Yu et al.   CHEMICAL PHYSICS LETTERS

Machine-learning-assisted materials discovery using failed experiments

(2016) Paul Raccuglia et al.   NATURE

Tellurium-Assisted Low-Temperature Synthesis of MoS2 and WS2 Monolayers

(2015) Yongji Gong et al.   ACS Nano

High-mobility three-atom-thick semiconducting films with wafer-scale homogeneity

(2015) Kibum Kang et al.   NATURE

Bandgap opening in few-layered monoclinic MoTe 2

(2015) Dong Hoon Keum et al.   Nature Physics

Tungsten Ditelluride: a layered semimetal

(2015) Chia-Hui Lee et al.   Scientific Reports

Vertical and in-plane heterostructures from WS 2 /MoS 2 monolayers

(2014) Yongji Gong et al.   NATURE MATERIALS