Toward Building Science Discovery Machines

Understand

The dream of building machines that can do science has inspired scientists for decades.

• Remarkable advances have been made recently; however, we are still far from achieving this goal.
• In this paper, we focus on the scientific discovery process where a high level of reasoning and remarkable problem-solving ability are required.
• We review different machine learning techniques used in scientific discovery with their limitations.