π Resources
We have curated a list that we found helpful including some tools developed ourselves.
Data & Models
Back of the Battery Calculator (Intercalation)
Electrochemical Energy Storage Systems (CMU)
EV Carbon Counter (MIT)
EIS Modelling Tool (Sinmode)
BatteryArchive.org (battery data repository)
EverBatt (cost and environmental impact models)
BatPaC (lithium-ion battery design and production cost)
PyBaMM (Python Battery Mathematical Modelling)
LiionDB (Parameter database)
Berkeley Earth Policy Insights
Comparison of battery cells library (Matt Lacey)
Energy density models (Matt Lacey)
EN-ROADS Policy Simulator (Climate Interactive)
C-ROADS World Climate Simulation (Climate Interactive)
Energy Storage Analysis Toolkit
Community Resources
Media & News
The Limiting Factor by Jordan Giesige
Batteries are Complicated by Eli Leland, Voltaiq
Battery Discovery by Roman Leventov
Climate Tech VC by Sophie Purdom and Kim Zou
Sustainable Energy - without the hot air
Investors & Startups
Activate: Toolkit for scientists on a mission
Stanford Climate Ventures: Playbook
"How to" resources by Third Derivative and New Energy Nexus
Mobility SPAC Tracker by Baris Guzel (BMW i Ventures)
EV Stock Tracker by Jaan Juurikas (EV Universe)
Climate Tech VC investor list (Sophie Purdom and Kim Zou)