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Machine learning for renewable energy materials
Journal of Materials Chemistry A, 2019Achieving the 2016 Paris agreement goal of limiting global warming below 2 °C and securing a sustainable energy future require materials innovations in renewable energy technologies.
Geun Ho Gu +3 more
semanticscholar +1 more source
In Situ Transmission Electron Microscopy for Energy Materials and Devices
Advances in Materials, 2019Energy devices such as rechargeable batteries, fuel cells, and solar cells are central to powering a renewable, mobile, and electrified future. To advance these devices requires a fundamental understanding of the complex chemical reactions, material ...
Zheng Fan +9 more
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Recent Progress of In Situ Transmission Electron Microscopy for Energy Materials
Advances in Materials, 2019In situ transmission electron microscopy (TEM) is one of the most powerful approaches for revealing physical and chemical process dynamics at atomic resolutions.
Chao Zhang +5 more
semanticscholar +1 more source
Simulation and design of energy materials accelerated by machine learning
WIREs Computational Molecular Science, 2019In the light of mature mathematical algorithms and material database construction, a basic research framework of machine learning (ML) method integrated with computational chemistry toolkits exhibits great potentials and advantages in the field of ...
Hongshuai Wang, Yujin Ji, Youyong Li
semanticscholar +1 more source
In Situ/Operando X-ray Spectroscopies for Advanced Investigation of Energy Materials.
Chemistry, 2018Issues related to energy and the environment have now become of central and crucial importance in our societies. Low-carbon green energy will have a critical role in a necessary third industrial revolution.
C. Dong, L. Vayssieres
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Designing solid-state electrolytes for safe, energy-dense batteries
Nature Reviews Materials, 2020Qing Zhao, Sanjuna Stalin, Chen-Zi Zhao
exaly
Achieving high energy density and high power density with pseudocapacitive materials
Nature Reviews Materials, 2019Christopher S Choi +2 more
exaly
Global patterns in excess body weight and the associated cancer burden
Ca-A Cancer Journal for Clinicians, 2019Hyuna Sung +2 more
exaly
Materials design for bone-tissue engineering
Nature Reviews Materials, 2020Mani Diba, Antonios G Mikos
exaly

