Thank you for contacting us and our team is happy to answer any questions you have about customizing website!
Our theme framework is able to recognize some social media websites and automatically use the appropriate icon, but there are some that it does not cover. This guide from our support center demonstrates the steps you will need to take in order to add you own custom icon for Google Scholar.
Please let us know if you have any additional questions, we are always happy to help!