High-entropy nanoparticles: Synthesis-structure-property relationships and data-driven discovery

Rapid Synthesis of High‐Entropy Oxide Microparticles

(2022) Qi Dong et al.   Small

Unravelling Composition–Activity–Stability Trends in High Entropy Alloy Electrocatalysts by Using a Data‐Guided Combinatorial Synthesis Strategy and Computational Modeling

(2022) Lars Banko et al.   Advanced Energy Materials

Multi-principal elemental intermetallic nanoparticles synthesized via a disorder-to-order transition

(2022) Mingjin Cui et al.   Science Advances

Simultaneous Multication Exchange Pathway to High-Entropy Metal Sulfide Nanoparticles

(2021) Connor R. McCormick et al.   JOURNAL OF THE AMERICAN CHEMICAL SOCIETY

Comparing the Activity of Complex Solid Solution Electrocatalysts Using Inflection Points of Voltammetric Activity Curves as Activity Descriptors

(2021) Tobias Löffler et al.   ACS Catalysis

Denary oxide nanoparticles as highly stable catalysts for methane combustion

(2021) Tangyuan Li et al.   Nature Catalysis

Polyelemental Nanoparticles as Catalysts for a Li–O2 Battery

(2021) Woo-Bin Jung et al.   ACS Nano

High-entropy-stabilized chalcogenides with high thermoelectric performance

(2021) Binbin Jiang et al.   SCIENCE

Carbon‐Supported High‐Entropy Oxide Nanoparticles as Stable Electrocatalysts for Oxygen Reduction Reactions

(2021) Tangyuan Li et al.   ADVANCED FUNCTIONAL MATERIALS

High-Entropy van der Waals Materials Formed from Mixed Metal Dichalcogenides, Halides, and Phosphorus Trisulfides

(2021) Tianping Ying et al.   JOURNAL OF THE AMERICAN CHEMICAL SOCIETY

Determining the three-dimensional atomic structure of an amorphous solid

(2021) Yao Yang et al.   NATURE

High-entropy materials for catalysis: A new frontier

(2021) Yifan Sun et al.   Science Advances

High-Entropy 2D Carbide MXenes: TiVNbMoC3 and TiVCrMoC3

(2021) Srinivasa Kartik Nemani et al.   ACS Nano

Scalable Synthesis of High Entropy Alloy Nanoparticles by Microwave Heating

(2021) Haiyu Qiao et al.   ACS Nano

High‐Entropy Atomic Layers of Transition‐Metal Carbides (MXenes)

(2021) Zhiguo Du et al.   ADVANCED MATERIALS

2D High‐Entropy Transition Metal Dichalcogenides for Carbon Dioxide Electrocatalysis

(2021) John Cavin et al.   ADVANCED MATERIALS

What makes high‐entropy alloys exceptional electrocatalysts?

(2021) Tobias Löffler et al.   ANGEWANDTE CHEMIE-INTERNATIONAL EDITION

Bayesian Optimization of High‐Entropy Alloy Compositions for Electrocatalytic Oxygen Reduction

(2021) Jack Kirk Pedersen et al.   ANGEWANDTE CHEMIE-INTERNATIONAL EDITION

Design concept for electrocatalysts

(2021) Yao Wang et al.   Nano Research

Searching novel complex solid solution electrocatalysts in unconventional element combinations

(2021) Olga A. Krysiak et al.   Nano Research

Hydrogen spillover-driven synthesis of high-entropy alloy nanoparticles as a robust catalyst for CO2 hydrogenation

(2021) Kohsuke Mori et al.   Nature Communications

Interface Engineering Between Multi‐Elemental Alloy Nanoparticles and a Carbon Support Toward Stable Catalysts

(2021) Tangyuan Li et al.   ADVANCED MATERIALS

Enthalpy induced phase partition toward hierarchical, nanostructured high-entropy alloys

(2021) Rong Guo et al.   Nano Research

Sulfur-anchoring synthesis of platinum intermetallic nanoparticle catalysts for fuel cells

(2021) Cheng-Long Yang et al.   SCIENCE

High-Entropy Perovskite Fluorides: A New Platform for Oxygen Evolution Catalysis

(2020) Tao Wang et al.   JOURNAL OF THE AMERICAN CHEMICAL SOCIETY

Aerosol Synthesis of High Entropy Alloy Nanoparticles

(2020) Yong Yang et al.   LANGMUIR

Continuous 2000 K droplet-to-particle synthesis

(2020) Xizheng Wang et al.   Materials Today

Closed-loop optimization of fast-charging protocols for batteries with machine learning

(2020) Peter M. Attia et al.   NATURE

High-Entropy Alloys as Catalysts for the CO2 and CO Reduction Reactions

(2020) Jack K. Pedersen et al.   ACS Catalysis

High-Entropy Alloys as Catalysts for the CO2 and CO Reduction Reactions: Experimental Realization

(2020) Subramanian Nellaiappan et al.   ACS Catalysis

The Design and Science of Polyelemental Nanoparticles

(2020) Won-Tae Koo et al.   ACS Nano

High-throughput, combinatorial synthesis of multimetallic nanoclusters

(2020) Yonggang Yao et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Synthesis of high-entropy alloy nanoparticles on supports by the fast moving bed pyrolysis

(2020) Shaojie Gao et al.   Nature Communications

Hierarchical Polyelemental Nanoparticles as Bifunctional Catalysts for Oxygen Evolution and Reduction Reactions

(2020) Meiling Wu et al.   Advanced Energy Materials

Overcoming immiscibility toward bimetallic catalyst library

(2020) Chunpeng Yang et al.   Science Advances

Computationally aided, entropy-driven synthesis of highly efficient and durable multi-elemental alloy catalysts

(2020) Yonggang Yao et al.   Science Advances

Platinum-Group-Metal High-Entropy-Alloy Nanoparticles

(2020) Dongshuang Wu et al.   JOURNAL OF THE AMERICAN CHEMICAL SOCIETY

Entropy-stabilized single-atom Pd catalysts via high-entropy fluorite oxide supports

(2020) Haidi Xu et al.   Nature Communications

Machine learning for continuous innovation in battery technologies

(2020) Muratahan Aykol et al.   Nature Reviews Materials

In Situ Oxidation Studies of High-Entropy Alloy Nanoparticles

(2020) Boao Song et al.   ACS Nano

Continuous Synthesis of Hollow High‐Entropy Nanoparticles for Energy and Catalysis Applications

(2020) Xizheng Wang et al.   ADVANCED MATERIALS

Metastability in high entropy alloys

(2020) Sebastian A. Kube et al.   SCRIPTA MATERIALIA

Multi‐Site Electrocatalysts Boost pH‐Universal Nitrogen Reduction by High‐Entropy Alloys

(2020) Dan Zhang et al.   ADVANCED FUNCTIONAL MATERIALS

Complex solid solution electrocatalyst discovery by computational prediction and high‐throughput experimentation

(2020) Thomas A. A. Batchelor et al.   ANGEWANDTE CHEMIE-INTERNATIONAL EDITION

Direct observation of the formation and stabilization of metallic nanoparticles on carbon supports

(2020) Zhennan Huang et al.   Nature Communications

Active learning in materials science with emphasis on adaptive sampling using uncertainties for targeted design

(2019) Turab Lookman et al.   npj Computational Materials

Interface and heterostructure design in polyelemental nanoparticles

(2019) Peng-Cheng Chen et al.   SCIENCE

Development of advanced materials via entropy engineering

(2019) Zhifeng Lei et al.   SCRIPTA MATERIALIA

Toward a Paradigm Shift in Electrocatalysis Using Complex Solid Solution Nanoparticles

(2019) Tobias Löffler et al.   ACS Energy Letters

Ultrafast, Controllable Synthesis of Sub-Nano Metallic Clusters through Defect Engineering

(2019) Yonggang Yao et al.   ACS Applied Materials & Interfaces

Observing crystal nucleation in four dimensions using atomic electron tomography

(2019) Jihan Zhou et al.   NATURE

Electrosynthesis of high-entropy metallic glass nanoparticles for designer, multi-functional electrocatalysis

(2019) Matthew W. Glasscott et al.   Nature Communications

High-entropy alloys

(2019) Easo P. George et al.   Nature Reviews Materials

Discovery of new materials using combinatorial synthesis and high-throughput characterization of thin-film materials libraries combined with computational methods

(2019) Alfred Ludwig   npj Computational Materials

py4DSTEM: Open Source Software for 4D-STEM Data Analysis

(2019) Benjamin H. Savitzky et al.   MICROSCOPY AND MICROANALYSIS

High temperature shockwave stabilized single atoms

(2019) Yonggang Yao et al.   Nature Nanotechnology

Tuning element distribution, structure and properties by composition in high-entropy alloys

(2019) Qingqing Ding et al.   NATURE

Highly efficient decomposition of ammonia using high-entropy alloy catalysts

(2019) Pengfei Xie et al.   Nature Communications

Strategies to break linear scaling relationships

(2019) Javier Pérez-Ramírez et al.   Nature Catalysis

Design of Complex Solid-Solution Electrocatalysts by Correlating Configuration, Adsorption Energy Distribution Patterns, and Activity Curves

(2019) Tobias Löffler et al.   ANGEWANDTE CHEMIE-INTERNATIONAL EDITION

New Aspects of Platinum Group Metal‐Based Solid‐Solution Alloy Nanoparticles: Binary to High‐Entropy Alloys

(2019) Kohei Kusada et al.   CHEMISTRY-A EUROPEAN JOURNAL

Machine learning guided appraisal and exploration of phase design for high entropy alloys

(2019) Ziqing Zhou et al.   npj Computational Materials

Accelerated Discovery of Large Electrostrains in BaTiO3 -Based Piezoelectrics Using Active Learning

(2018) Ruihao Yuan et al.   ADVANCED MATERIALS

Tuning the High-Temperature Wetting Behavior of Metals toward Ultrafine Nanoparticles

(2018) Yubing Zhou et al.   ANGEWANDTE CHEMIE-INTERNATIONAL EDITION

Understanding Catalytic Activity Trends in the Oxygen Reduction Reaction

(2018) Ambarish Kulkarni et al.   CHEMICAL REVIEWS

Atomic-scale investigation of fast oxidation kinetics of nanocrystalline CrMnFeCoNi thin films

(2018) Y.J. Li et al.   JOURNAL OF ALLOYS AND COMPOUNDS

Carbothermal shock synthesis of high-entropy-alloy nanoparticles

(2018) Yonggang Yao et al.   SCIENCE

High-Temperature Atomic Mixing toward Well-Dispersed Bimetallic Electrocatalysts

(2018) Fengjuan Chen et al.   Advanced Energy Materials

Accelerated atomic-scale exploration of phase evolution in compositionally complex materials

(2018) Y. J. Li et al.   Materials Horizons

Generalized scaling relationships on transition metals: Influence of adsorbate-coadsorbate interactions

(2018) Paulami Majumdar et al.   PHYSICAL REVIEW MATERIALS

Catalyst discovery through megalibraries of nanomaterials

(2018) Edward J. Kluender et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Discovery of a Multinary Noble Metal-Free Oxygen Reduction Catalyst

(2018) Tobias Löffler et al.   Advanced Energy Materials

Deciphering chemical order/disorder and material properties at the single-atom level

(2017) Yongsoo Yang et al.   NATURE

Combinatorial screening of Pd-based quaternary electrocatalysts for oxygen reduction reaction in alkaline media

(2017) Jinyang Li et al.   Journal of Materials Chemistry A

Sol-gel Autocombustion Synthesis of Nanocrystalline High-entropy Alloys

(2017) Bo Niu et al.   Scientific Reports

Atomic electron tomography: 3D structures without crystals

(2016) J. Miao et al.   SCIENCE

Polyelemental nanoparticle libraries

(2016) P.-C. Chen et al.   SCIENCE

Theoretical Heterogeneous Catalysis: Scaling Relationships and Computational Catalyst Design

(2016) Jeffrey Greeley   Annual Review of Chemical and Biomolecular Engineering

Ultra-fast self-assembly and stabilization of reactive nanoparticles in reduced graphene oxide films

(2016) Yanan Chen et al.   Nature Communications

Accelerated search for materials with targeted properties by adaptive design

(2016) Dezhen Xue et al.   Nature Communications

Computational predictions of energy materials using density functional theory

(2016) Anubhav Jain et al.   Nature Reviews Materials

Synthesis and electron microscopy of high entropy alloy nanoparticles

(2015) Mahander Pratap Singh et al.   MATERIALS LETTERS

Entropy-stabilized oxides

(2015) Christina M. Rost et al.   Nature Communications

Accelerated exploration of multi-principal element alloys with solid solution phases

(2015) O.N. Senkov et al.   Nature Communications

Criteria for Predicting the Formation of Single-Phase High-Entropy Alloys

(2015) M. Claudia Troparevsky et al.   Physical Review X

New design paradigm for heterogeneous catalysts

(2015) Aleksandra Vojvodic et al.   National Science Review

Heterogeneous nucleation and shape transformation of multicomponent metallic nanostructures

(2014) Soon Gu Kwon et al.   NATURE MATERIALS

AFLOWLIB.ORG: A distributed materials properties repository from high-throughput ab initio calculations

(2012) Stefano Curtarolo et al.   COMPUTATIONAL MATERIALS SCIENCE

Inkjet Printing Assisted Synthesis of Multicomponent Mesoporous Metal Oxides for Ultrafast Catalyst Exploration

(2012) Xiaonao Liu et al.   NANO LETTERS

Towards the computational design of solid catalysts

(2009) J. K. Nørskov et al.   Nature Chemistry

Alloys of platinum and early transition metals as oxygen reduction electrocatalysts

(2009) J. Greeley et al.   Nature Chemistry

Sputter Deposition of Multi-Element Nanoparticles as Electrocatalysts for Methanol Oxidation

(2008) Chih-Fang Tsai et al.   JAPANESE JOURNAL OF APPLIED PHYSICS