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DrJulian Berk

Research Fellow

Deakin Applied Artificial Intelligence Initiative/Applied Artificial Intelligence Initiative (Geelong)

Orcid identifier0000-0002-9001-1146 (opens in a new tab)⁠
  • Research Fellow
    Deakin Applied Artificial Intelligence Initiative/Applied Artificial Intelligence Initiative (Geelong)
  • Geelong Waurn Ponds Campus, 75 Pigdons Road, Waurn Ponds, Victoria 3216

BIO

Julian Berk is a postdoctoral research fellow at Deakin University’s Applied Artificial Intelligence Institute (A2I2). His research primarily focuses on leveraging AI-driven algorithms to accelerate research and development, with an emphasis on applied Bayesian optimization (BO) and multi-armed bandits. As one of A2I2's leading application experts in Bayesian optimization, Dr. Berk has contributed to the development of BO tools across various projects spanning materials design, mental health, and armor design. He has collaborated with numerous industry partners, including The Black Dog Institute, Ford, and the Defence Science and Technology Group.

DEAKIN UNIVERSITY CURRENT APPOINTMENT

  • Research Fellow
    Deakin University, Applied Artificial Intelligence Initiative (Geelong)

DEGREES

  • Doctor of Philosophy
    Deakin University
  • Masters of Engineering (Electrical)
    University of Melbourne, Melbourne, Australia
  • Bachelor of Science (Applied mathematics)
    University of Melbourne, Melbourne, Australia

FIELDS OF RESEARCH

  • Artificial intelligence
  • Neurosciences
  • Biomedical engineering
  • Machine learning
  • Theory and design of materials

AREA/FACULTY

  • Research and Innovation

DEPARTMENT/SCHOOL/INSTITUTE/DISCIPLINE

  • Deakin Applied Artificial Intelligence Initiative