Is there any way to get these kind of logs?
Filebeat will not be able to read the systemd logs. You will have to probably use the journalbeat variant of beats to ingest the data.
https://www.elastic.co/guide/en/beats/journalbeat/current/index.html
Please note, it is still experimental.