Machine learning-accelerated prediction of overpotential of oxygen evolution reaction of single-atom catalysts
出版年份 2021 全文链接
标题
Machine learning-accelerated prediction of overpotential of oxygen evolution reaction of single-atom catalysts
作者
关键词
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出版物
iScience
Volume 24, Issue 5, Pages 102398
出版商
Elsevier BV
发表日期
2021-04-04
DOI
10.1016/j.isci.2021.102398
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注意:仅列出部分参考文献,下载原文获取全部文献信息。- Stabilizing mechanism of single-atom catalysts on a defective carbon surface
- (2020) Lianping Wu et al. npj Computational Materials
- Machine learning for composite materials
- (2019) Chun-Teh Chen et al. MRS Communications
- Metal organic frameworks derived single atom catalysts for electrocatalytic energy conversion
- (2019) Tingting Sun et al. Nano Research
- Self-Adjusting Activity Induced by Intrinsic Reaction Intermediate in Fe–N–C Single-Atom Catalysts
- (2019) Yu Wang et al. JOURNAL OF THE AMERICAN CHEMICAL SOCIETY
- Highly Active and Stable Metal Single-Atom Catalysts Achieved by Strong Electronic Metal–Support Interactions
- (2019) Junjie Li et al. JOURNAL OF THE AMERICAN CHEMICAL SOCIETY
- High temperature shockwave stabilized single atoms
- (2019) Yonggang Yao et al. Nature Nanotechnology
- Machine Learning and Scaling Laws for Prediction of Accurate Adsorption Energy
- (2019) Sanjay Nayak et al. JOURNAL OF PHYSICAL CHEMISTRY A
- Tuning the Coordination Environment in Single-Atom Catalysts to Achieve Highly Efficient Oxygen Reduction Reactions
- (2019) Jinqiang Zhang et al. JOURNAL OF THE AMERICAN CHEMICAL SOCIETY
- Metal Catalysts for Heterogeneous Catalysis: From Single Atoms to Nanoclusters and Nanoparticles
- (2018) Lichen Liu et al. CHEMICAL REVIEWS
- Direct observation of noble metal nanoparticles transforming to thermally stable single atoms
- (2018) Shengjie Wei et al. Nature Nanotechnology
- Single-atom catalysts and their applications in organic chemistry
- (2018) Huan Yan et al. Journal of Materials Chemistry A
- Machine Learning and Health Care Disparities in Dermatology
- (2018) Adewole S. Adamson et al. JAMA Dermatology
- Bioinspired hierarchical composite design using machine learning: simulation, additive manufacturing, and experiment
- (2018) Grace X. Gu et al. Materials Horizons
- Theoretical Understanding of the Stability of Single-Atom Catalysts
- (2018) Jin-Cheng Liu et al. National Science Review
- Machine-learning-accelerated high-throughput materials screening: Discovery of novel quaternary Heusler compounds
- (2018) Kyoungdoc Kim et al. PHYSICAL REVIEW MATERIALS
- Selective Activation of Methane on Single-Atom Catalyst of Rhodium Dispersed on Zirconia for Direct Conversion
- (2017) Yongwoo Kwon et al. JOURNAL OF THE AMERICAN CHEMICAL SOCIETY
- CO2 electroreduction performance of a single transition metal atom supported on porphyrin-like graphene: a computational study
- (2017) Zhongxu Wang et al. PHYSICAL CHEMISTRY CHEMICAL PHYSICS
- Metal–Air Batteries: Will They Be the Future Electrochemical Energy Storage Device of Choice?
- (2017) Yanguang Li et al. ACS Energy Letters
- Transition-Metal Single Atoms in a Graphene Shell as Active Centers for Highly Efficient Artificial Photosynthesis
- (2017) Kun Jiang et al. Chem
- Theoretical Investigation on the Reaction Pathways for Oxygen Reduction Reaction on Silicon Doped Graphene as Potential Metal-Free Catalyst
- (2016) Xiaowan Bai et al. JOURNAL OF THE ELECTROCHEMICAL SOCIETY
- Machine-learning-assisted materials discovery using failed experiments
- (2016) Paul Raccuglia et al. NATURE
- Random synaptic feedback weights support error backpropagation for deep learning
- (2016) Timothy P. Lillicrap et al. Nature Communications
- First-principles investigation of the activation of CO2 molecule on TM/Cu (TM=Fe, Co and Ni) surface alloys
- (2015) Mei Qiu et al. APPLIED SURFACE SCIENCE
- Carbon-Supported Pt-Based Alloy Electrocatalysts for the Oxygen Reduction Reaction in Polymer Electrolyte Membrane Fuel Cells: Particle Size, Shape, and Composition Manipulation and Their Impact to Activity
- (2015) Yan-Jie Wang et al. CHEMICAL REVIEWS
- Machine-Learning-Augmented Chemisorption Model for CO2 Electroreduction Catalyst Screening
- (2015) Xianfeng Ma et al. Journal of Physical Chemistry Letters
- Identifying Structural Flow Defects in Disordered Solids Using Machine-Learning Methods
- (2015) E. D. Cubuk et al. PHYSICAL REVIEW LETTERS
- Finding optimal surface sites on heterogeneous catalysts by counting nearest neighbors
- (2015) F. Calle-Vallejo et al. SCIENCE
- Solid-State Supercapacitor Based on Activated Carbon Cloths Exhibits Excellent Rate Capability
- (2014) Gongming Wang et al. ADVANCED MATERIALS
- Chemically activated fungi-based porous carbons for hydrogen storage
- (2014) Jiacheng Wang et al. CARBON
- Water photolysis at 12.3% efficiency via perovskite photovoltaics and Earth-abundant catalysts
- (2014) J. Luo et al. SCIENCE
- Highly Crystalline Multimetallic Nanoframes with Three-Dimensional Electrocatalytic Surfaces
- (2014) C. Chen et al. SCIENCE
- Highly porous nitrogen-doped polyimine-based carbons with adjustable microstructures for CO2 capture
- (2013) Jiacheng Wang et al. Journal of Materials Chemistry A
- Synthesis, characterization, and hydrogen storage capacities of hierarchical porous carbide derived carbon monolith
- (2012) Jiacheng Wang et al. JOURNAL OF MATERIALS CHEMISTRY
- Water Oxidation on Pure and Doped Hematite (0001) Surfaces: Prediction of Co and Ni as Effective Dopants for Electrocatalysis
- (2012) Peilin Liao et al. JOURNAL OF THE AMERICAN CHEMICAL SOCIETY
- Single-atom catalysis of CO oxidation using Pt1/FeO x
- (2011) Botao Qiao et al. Nature Chemistry
- 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
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