Fingerprint-based deep neural networks can model thermodynamic and optical properties of eumelanin DHI dimers

Solving the challenge of melanin structure is important to realize its potential as smart biomaterial. By modeling the properties of eumelanin dimers we show that machine learning can be used to solve this problem.