Recent Publications

All publications

. Machine learning in a data-limited regime: augmenting experiments with synthetic data uncovers order in crumpled sheets. Science Avances, 2019.

PDF Published version arXiv Project: Data driven physics

. Local thermal energy as a structural indicator in glasses. PNAS, 2017.

PDF Published version arXiv


Data driven physics

Learning physics with data-driven algorithms


Frictional motion is highly complex and non-linear, can be imaged directly, and is practically important. What more do you need?