Christopher R. Collins

Constant size descriptors for accurate machine learning models of molecular properties

Christopher R. Collins, Geoffrey J. Gordon, O. Anatole von Lilienfeld et al. · The Journal of Chemical Physics · 2018 · 130 citations

Causes of mortality in North American populations of large and medium-sized mammals

Christopher R. Collins, Roland Kays · Animal Conservation · 2011 · 120 citations

North American Populations, Medium-sized Mammals, Local Selective Forces +13

A Density Functional Tight Binding Layer for Deep Learning of Chemical Hamiltonians

Haichen Li, Christopher R. Collins, Matteus Tanha et al. · Journal of Chemical Theory and Computation · 2018 · 117 citations

Engineering, Chemical Hamiltonians, Physics +15

Tuning Thiophene with Phosphorus: Synthesis and Electronic Properties of Benzobisthiaphospholes

Yunyan Qiu, Joshua C. Worch, Danielle N. Chirdon et al. · Chemistry - A European Journal · 2014 · 64 citations

Tuning Hyperparameters without Grad Students: Scalable and Robust Bayesian Optimisation with Dragonfly

Kirthevasan Kandasamy, Karun Raju Vysyaraju, Willie Neiswanger et al. · arXiv (Cornell University) · 2019 · 45 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +18