Matthew E. Levine

Personalized glucose forecasting for type 2 diabetes using data assimilation

David J. Albers, Matthew E. Levine, Bruce J. Gluckman et al. · PLoS Computational Biology · 2017 · 105 citations · Full text

Forecasting Methodology, Engineering, Machine Learning +19

Personal Health Oracle

Pooja M. Desai, Elliot G. Mitchell, Maria L. Hwang et al. · 2019 · 68 citations

Health Policy, Personal Glucose Forecasts, Health Data +14

A framework for machine learning of model error in dynamical systems

Matthew E. Levine, Andrew M. Stuart · Communications of the American Mathematical Society · 2022 · 60 citations · Full text

Engineering, Machine Learning, Intelligent Systems +22

Ensemble Kalman methods with constraints

David J. Albers, Paul-Adrien Blancquart, Matthew E. Levine et al. · Inverse Problems · 2019 · 59 citations · Full text

State Estimation, Nonlinear System Identification, Parameter Identification +11

From Reflection to Action: Combining Machine Learning with Expert Knowledge for Nutrition Goal Recommendations

Elliot G. Mitchell, Elizabeth Heitkemper, Marissa Burgermaster et al. · 2021 · 55 citations · Full text

Nutrition, Machine Learning, Self-management +22