Add to ORKGDisordered nanoporous and "hard" carbons are widely used in batteries and supercapacitors, but their atomic structures are poorly determined. Here, we combine machine learning and DFT to obtain new atomistic insight into carbonaceous energy materials. We study structural models of porous and graphitic carbons, and Na intercalation as relevant for sodium-ion batteries
Hard carbons have shown considerable promise as anodes for emerging sodium-ion battery technologies....
Nongraphitizable carbon, also known as hard carbon, is considered one of the most promising anodes f...
Successfully enabling a new battery technology, such as sodium-ion batteries, requires a thorough un...
Disordered nanoporous and "hard" carbons are widely used in batteries and supercapacitors, but their...
International audienceDisordered nanoporous and ''hard'' carbons are widely used in batteries and su...
Graphite and non-graphitising ("hard") carbons are important anode materials for battery technologie...
We study the structural and mechanical properties of nanoporous (NP) carbon materials by extensive a...
Funding Information: The authors acknowledge funding from the Academy of Finland, under projects 321...
We demonstrate how machine-learning based interatomic potentials can be used to model guest atoms in...
We demonstrate how machine-learning based interatomic potentials can be used to model guest atoms in...
We present an accurate machine learning (ML) model for atomistic simulations of carbon, constructed ...
Hard carbons are among the most promising materials for alkali-ion metal anodes. These materials hav...
© 2020 Author(s). We present an accurate machine learning (ML) model for atomistic simulations of ca...
While the technological importance of carbon-based anodes for sodium-ion batteries is undebated, the...
Atomic-scale modeling and understanding of materials have made remarkable progress, but they are sti...
Hard carbons have shown considerable promise as anodes for emerging sodium-ion battery technologies....
Nongraphitizable carbon, also known as hard carbon, is considered one of the most promising anodes f...
Successfully enabling a new battery technology, such as sodium-ion batteries, requires a thorough un...
Disordered nanoporous and "hard" carbons are widely used in batteries and supercapacitors, but their...
International audienceDisordered nanoporous and ''hard'' carbons are widely used in batteries and su...
Graphite and non-graphitising ("hard") carbons are important anode materials for battery technologie...
We study the structural and mechanical properties of nanoporous (NP) carbon materials by extensive a...
Funding Information: The authors acknowledge funding from the Academy of Finland, under projects 321...
We demonstrate how machine-learning based interatomic potentials can be used to model guest atoms in...
We demonstrate how machine-learning based interatomic potentials can be used to model guest atoms in...
We present an accurate machine learning (ML) model for atomistic simulations of carbon, constructed ...
Hard carbons are among the most promising materials for alkali-ion metal anodes. These materials hav...
© 2020 Author(s). We present an accurate machine learning (ML) model for atomistic simulations of ca...
While the technological importance of carbon-based anodes for sodium-ion batteries is undebated, the...
Atomic-scale modeling and understanding of materials have made remarkable progress, but they are sti...
Hard carbons have shown considerable promise as anodes for emerging sodium-ion battery technologies....
Nongraphitizable carbon, also known as hard carbon, is considered one of the most promising anodes f...
Successfully enabling a new battery technology, such as sodium-ion batteries, requires a thorough un...