Richard D. Braatz

Data-driven prediction of battery cycle life before capacity degradation

Kristen Severson, Peter M. Attia, Norman Jin et al. · Nature Energy · 2019 · 2.9K citations · Full text

Engineering, Data Science, Lifecycle Engineering +15

Closed-loop optimization of fast-charging protocols for batteries with machine learning

Peter M. Attia, Aditya Grover, Norman Jin et al. · Nature · 2020 · 1.1K citations · Full text

Engineering, Computer Science, Electrochemical Engineering +15

Modeling and simulation of lithium-ion batteries from a systems engineering perspective

Paul W. C. Northrop, Sumitava De, Richard D. Braatz et al. · 2016 · 699 citations · Full text

Engineering, Chemical Engineering, Systems Engineering +17

Fault diagnosis in chemical processes using Fisher discriminant analysis, discriminant partial least squares, and principal component analysis

Leo H. Chiang, Evan L. Russell, Richard D. Braatz · Chemometrics and Intelligent Laboratory Systems · 2000 · 625 citations

Engineering, Chemical Engineering, Process Control +16

A tutorial on linear and bilinear matrix inequalities

Jeremy G. VanAntwerp, Richard D. Braatz · Journal of Process Control · 2000 · 602 citations

Natural Sciences, Mathematics, Optimization +9