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  1. Article

    Open Access

    Towards atom-level understanding of metal oxide catalysts for the oxygen evolution reaction with machine learning

    Green hydrogen production is crucial for a sustainable future, but current catalysts for the oxygen evolution reaction (OER) suffer from slow kinetics, despite many efforts to produce optimal designs, particul...

    Jaclyn R. Lunger, Jessica Karaguesian, Hoje Chun, Jiayu Peng in npj Computational Materials (2024)

  2. No Access

    Article

    Best practices for oxygen electrocatalysis

    Oxygen electrocatalysis is key for energy conversion and storage technologies such as fuel cells and water electrolysers. However, the measurement of the performance of electrocatalysts is not standardized. Th...

    Yubo Chen, Daniel J. Zheng, Zhichuan J. Xu, Yang Shao-Horn in Nature Sustainability (2024)

  3. Article

    Open Access

    A cross-scale framework for evaluating flexibility values of battery and fuel cell electric vehicles

    Flexibility has become increasingly important considering the intermittency of variable renewable energy in low-carbon energy systems. Electrified transportation exhibits great potential to provide flexibility...

    Ruixue Liu, Guannan He, **zhe Wang, Dharik Mallapragada in Nature Communications (2024)

  4. No Access

    Article

    Sequencing polymers to enable solid-state lithium batteries

    Rational designs of solid polymer electrolytes with high ion conduction are critical in enabling the creation of advanced lithium batteries. However, known polymer electrolytes have much lower ionic conductivi...

    Shantao Han, Peng Wen, Huaijiao Wang, Yang Zhou, Yu Gu, Lu Zhang in Nature Materials (2023)

  5. No Access

    Article

    Human- and machine-centred designs of molecules and materials for sustainability and decarbonization

    Breakthroughs in molecular and materials discovery require meaningful outliers to be identified in existing trends. As knowledge accumulates, the inherent bias of human intuition makes it harder to elucidate i...

    Jiayu Peng, Daniel Schwalbe-Koda, Karthik Akkiraju, Tian **e in Nature Reviews Materials (2022)

  6. Article

    Open Access

    Accelerating amorphous polymer electrolyte screening by learning to reduce errors in molecular dynamics simulated properties

    Polymer electrolytes are promising candidates for the next generation lithium-ion battery technology. Large scale screening of polymer electrolytes is hindered by the significant cost of molecular dynamics (MD...

    Tian **e, Arthur France-Lanord, Yanming Wang, Jeffrey Lopez in Nature Communications (2022)

  7. No Access

    Article

    Tunable metal hydroxide–organic frameworks for catalysing oxygen evolution

    The oxygen evolution reaction is central to making chemicals and energy carriers using electrons. Combining the great tunability of enzymatic systems with known oxide-based catalysts can create breakthrough op...

    Shuai Yuan, Jiayu Peng, Bin Cai, Zhehao Huang, Angel T. Garcia-Esparza in Nature Materials (2022)

  8. Article

    Open Access

    Switchable wetting of oxygen-evolving oxide catalysts

    The surface wettability of catalysts is typically controlled via surface treatments that promote catalytic performance. Here we report on potential-regulated hydrophobicity/hydrophilicity at cobalt-based oxide...

    Tzu-Hsien Shen, Liam Spillane, Jiayu Peng, Yang Shao-Horn in Nature Catalysis (2022)

  9. No Access

    Article

    The passivity of lithium electrodes in liquid electrolytes for secondary batteries

    Rechargeable Li metal batteries are currently limited by safety concerns, continuous electrolyte decomposition and rapid consumption of Li. These issues are mainly related to reactions occurring at the Li meta...

    **n He, Dominic Bresser, Stefano Passerini, Florian Baakes in Nature Reviews Materials (2021)

  10. No Access

    Article

    Moving beyond 99.9% Coulombic efficiency for lithium anodes in liquid electrolytes

    As Li-ion battery costs decrease, energy density and thus driving range remains a roadblock for mass-market vehicle electrification. While Li-metal anodes help achieve Department of Energy targets of 500 Wh kg−1 ...

    Gustavo M. Hobold, Jeffrey Lopez, Rui Guo, Nicolò Minafra, Abhik Banerjee in Nature Energy (2021)

  11. No Access

    Article

    Enhancing oxygen reduction electrocatalysis by tuning interfacial hydrogen bonds

    Proton activity at the electrified interface is central to the kinetics of proton-coupled electron transfer (PCET) reactions for making chemicals and fuels. Here we employ a library of protic ionic liquids in ...

    Tao Wang, Yirui Zhang, Botao Huang, Bin Cai, Reshma R. Rao in Nature Catalysis (2021)

  12. No Access

    Article

    Methods for nitrogen activation by reduction and oxidation

    The industrial Haber–Bosch process to produce ammonia (NH3) from dinitrogen (N2) is crucial for modern society. However, N2 activation is inherently challenging and the Haber–Bosch process has significant drawbac...

    Haldrian Iriawan, Suzanne Z. Andersen, **lun Zhang in Nature Reviews Methods Primers (2021)

  13. No Access

    Article

    Regulating oxygen activity of perovskites to promote NOx oxidation and reduction kinetics

    Understanding the adsorption and oxidation of NO on metal oxides is of immense interest to environmental and atmospheric (bio)chemistry. Here, we show that the surface oxygen activity, defined as the oxygen 2p-ba...

    Jonathan Hwang, Reshma R. Rao, Livia Giordano, Karthik Akkiraju in Nature Catalysis (2021)

  14. No Access

    Article

    Finding the right balance

    Despite intensive research in the development of lithium-metal batteries, combining high energy density and long cycle life is still a great challenge. Now, a deeper understanding of the degradation mechanisms...

    Nicolò Minafra, Jeremiah A. Johnson, Yang Shao-Horn in Nature Energy (2021)

  15. No Access

    Article

    Ultra-high-voltage Ni-rich layered cathodes in practical Li metal batteries enabled by a sulfonamide-based electrolyte

    By increasing the charging voltage, a cell specific energy of >400 W h kg−1 is achievable with LiNi0.8Mn0.1Co0.1O2 in Li metal batteries. However, stable cycling of high-nickel cathodes at ultra-high voltages is ...

    Weijiang Xue, Mingjun Huang, Yutao Li, Yun Guang Zhu, Rui Gao in Nature Energy (2021)

  16. No Access

    Article

    Operando identification of site-dependent water oxidation activity on ruthenium dioxide single-crystal surfaces

    Understanding the nature of active sites is central to controlling (electro)catalytic activity. Here we employed surface X-ray scattering coupled with density functional theory and surface-enhanced infrared ab...

    Reshma R. Rao, Manuel J. Kolb, Livia Giordano, Anders Filsøe Pedersen in Nature Catalysis (2020)

  17. No Access

    Article

    Engineering stable electrocatalysts by synergistic stabilization between carbide cores and Pt shells

    Core–shell particles with earth-abundant cores represent an effective design strategy for improving the performance of noble metal catalysts, while simultaneously reducing the content of expensive noble metals14

    Daniel Göhl, Aaron Garg, Paul Paciok, Karl J. J. Mayrhofer, Marc Heggen in Nature Materials (2020)

  18. Article

    Open Access

    Graph dynamical networks for unsupervised learning of atomic scale dynamics in materials

    Understanding the dynamical processes that govern the performance of functional materials is essential for the design of next generation materials to tackle global energy and environmental challenges. Many of ...

    Tian **e, Arthur France-Lanord, Yanming Wang, Yang Shao-Horn in Nature Communications (2019)

  19. No Access

    Article

    Charting a course for chemistry

    To mark the occasion of Nature Chemistry turning 10 years old, we asked scientists working in different areas of chemistry to tell us what they thought the most exciting, interesting or challenging aspects relate...

    Alán Aspuru-Guzik, Mu-Hyun Baik, Shankar Balasubramanian in Nature Chemistry (2019)

  20. No Access

    Article

    Speciation and Electronic Structure of La1−xSrxCoO3−δ During Oxygen Electrolysis

    Cobalt-containing perovskite oxides are promising electrocatalysts for the oxygen evolution reaction (OER) in alkaline electrolyzers. However, a lack of fundamental understanding of oxide surfaces impedes rati...

    Kelsey A. Stoerzinger, **ao Renshaw Wang, Jonathan Hwang in Topics in Catalysis (2018)

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