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His {{Template:Viewer/Link|page=|url=https://doi.org/10.25972/OPUS-30618|label=PhD thesis}} took this a step further, exploiting this property changes to estimate the state of charge via ultrasound. The latter allows to correlate property changes with the state of charge when employing advanced methods of digital signal processing and machine learning (like support vector machines). Additionally, he developed an {{Template:Viewer/Link|page=|url=https://doi.org/10.1002/ente.202200861|label=ultrasound-based method to monitor the wetting process of lithium-ion batteries}} during cell production. | His {{Template:Viewer/Link|page=|url=https://doi.org/10.25972/OPUS-30618|label=PhD thesis}} took this a step further, exploiting this property changes to estimate the state of charge via ultrasound. The latter allows to correlate property changes with the state of charge when employing advanced methods of digital signal processing and machine learning (like support vector machines). Additionally, he developed an {{Template:Viewer/Link|page=|url=https://doi.org/10.1002/ente.202200861|label=ultrasound-based method to monitor the wetting process of lithium-ion batteries}} during cell production. | ||
As a post-doctoral researcher, he switched the field of research to the digital transformation of laboratory and materials research in 2021 and joined the working group of Simon Stier at Fraunhofer ISC. His work here, aiming to make research data FAIR, mostly involves around the development of the knowledge management platform Open Semantic Lab, modelling of processes and items in JSON Schema and the development of the platform accompanying Python package osw-python. | As a post-doctoral researcher, he switched the field of research to the digital transformation of laboratory and materials research in November of 2021 and joined the working group of Simon Stier at Fraunhofer ISC. His work here, aiming to make research data FAIR, mostly involves around the development of the knowledge management platform Open Semantic Lab, modelling of processes and items in JSON Schema and the development of the platform accompanying Python package osw-python. | ||
== Publications == | == Publications == | ||
A list of publications is availabe at ORCID: {{Template:Viewer/Link|page=|url=https://orcid.org/0000-0001-7444-2969|label=Lukas Gold}} | A list of publications is availabe at ORCID: {{Template:Viewer/Link|page=|url=https://orcid.org/0000-0001-7444-2969|label=Lukas Gold}} | ||