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Machine learning for renewable energy materials

Journal of Materials Chemistry A, 2019
Achieving 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, 2019
Energy 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
semanticscholar   +1 more source

Recent Progress of In Situ Transmission Electron Microscopy for Energy Materials

Advances in Materials, 2019
In 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, 2019
In 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, 2018
Issues 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
semanticscholar   +1 more source

Designing solid-state electrolytes for safe, energy-dense batteries

Nature Reviews Materials, 2020
Qing Zhao, Sanjuna Stalin, Chen-Zi Zhao
exaly  

Achieving high energy density and high power density with pseudocapacitive materials

Nature Reviews Materials, 2019
Christopher S Choi   +2 more
exaly  

Global patterns in excess body weight and the associated cancer burden

Ca-A Cancer Journal for Clinicians, 2019
Hyuna Sung   +2 more
exaly  

Materials design for bone-tissue engineering

Nature Reviews Materials, 2020
Mani Diba, Antonios G Mikos
exaly  

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