Predicting the dissolution kinetics of silicate glasses by topology-informed machine learning

Han Liu; Tony Zhang; N. M. Anoop Krishnan; Morten Mattrup Smedskjær; Joseph V. Ryan; Stephane Gin; Mathieu Bauchy

doi:10.1038/s41529-019-0094-1

Predicting the dissolution kinetics of silicate glasses by topology-informed machine learning

Han Liu, Tony Zhang, N. M. Anoop Krishnan, Morten Mattrup Smedskjær, Joseph V. Ryan, Stephane Gin, Mathieu Bauchy^*

^*Corresponding author for this work

Research output: Contribution to journal › Journal article › Research › peer-review

16 Citations (Scopus)

60 Downloads (Pure)

Original language	English
Article number	32
Journal	npj Materials Degradation
Volume	3
Number of pages	12
ISSN	2397-2106
DOIs	https://doi.org/10.1038/s41529-019-0094-1
Publication status	Published - 29 Aug 2019

Access to Document

10.1038/s41529-019-0094-1

Predicting the dissolution kinetics of silicate glasses bytopology-informed machine learningFinal published version, 2.03 MBLicence: CC BY 4.0

AUB Link

Search for the material in Aalborg University Library's search engine

Cite this

@article{d7845ba8f77b45389321cf112614f1e4,

title = "Predicting the dissolution kinetics of silicate glasses by topology-informed machine learning",

author = "Han Liu and Tony Zhang and Krishnan, {N. M. Anoop} and Smedskj{\ae}r, {Morten Mattrup} and Ryan, {Joseph V.} and Stephane Gin and Mathieu Bauchy",

year = "2019",

month = aug,

day = "29",

doi = "10.1038/s41529-019-0094-1",

language = "English",

volume = "3",

journal = "npj Materials Degradation",

issn = "2397-2106",

publisher = "Springer Nature",

}

TY - JOUR

T1 - Predicting the dissolution kinetics of silicate glasses by topology-informed machine learning

AU - Liu, Han

AU - Zhang, Tony

AU - Krishnan, N. M. Anoop

AU - Smedskjær, Morten Mattrup

AU - Ryan, Joseph V.

AU - Gin, Stephane

AU - Bauchy, Mathieu

PY - 2019/8/29

Y1 - 2019/8/29

U2 - 10.1038/s41529-019-0094-1

DO - 10.1038/s41529-019-0094-1

M3 - Journal article

SN - 2397-2106

VL - 3

JO - npj Materials Degradation

JF - npj Materials Degradation

M1 - 32

ER -