- R. B. Smith, E. Khoo, D. A. Cogswell, Mulitphase porous electrode theory (MPET) (Massachusetts Institute of Technology, 2017); https://bitbucket.org/bazantgroup/mpet).
- Data-driven prediction of battery cycle life before capacity degradation (2019), (available at https://data.matr.io/1/projects/5c48dd2bc625d700019f3204).
- Closed-loop optimization of extreme fast charging for batteries using machine learning (2019), (available at https://data.matr.io/1/projects/5d80e633f405260001c0b60a).
- Battery estimation and early prediction (BEEP) (Toyota Research Institute – Accelerated Materials Design & Discovery, 2020; https://github.com/TRI-AMDD/beep).
- M. D. Berliner, R. D. Braatz. PETLION, (2021); https://github.com/MarcBerliner/PETLION.jl.