Austin Sendek

[Austin Sendek @BatteryCowboy]

Want to emphasize a few of the points in this paper, because I think they’re important (obviously). Tagging #machinelearning #ai #energytwitter #battchat 1/

[Austin Sendek @BatteryCowboy]

@BrosForDecarb Does this mean no more gasoline fights? :(

[Austin Sendek @BatteryCowboy]

This piece provides a great illustration of the importance of having good data & lots of it. We see weird predictions like water as a solvent happen when screening thousands of candidates with data-limited models. Fortunately these can be easily ruled out by intuition. 3/n

[Austin Sendek @BatteryCowboy]

From the time we published our first #ML/#AI for battery design paper in 2017 (https://t.co/IFDOtJRIjc), it was clear this would change how R&D is done. The central question now is how to do it most effectively, and what outcomes to expect. 2/n

[Austin Sendek @BatteryCowboy]

@JacobLBrown @alexjadecove @DavidHowey @pybamm_ @ndrewwang @stevelevine @FaradayInst @batterymodel @brosaplanella @JPLeHoux @bout_kieran @jacqlynedge @camsooper @Emjewls @AionicsInc Here's a video overview of one of those projects: https://t.co/lICpJFaYCV

[Austin Sendek @BatteryCowboy]

@JacobLBrown @alexjadecove @DavidHowey @pybamm_ @ndrewwang @stevelevine @FaradayInst @batterymodel @brosaplanella @JPLeHoux @bout_kieran @jacqlynedge @camsooper @Emjewls Co's have dedicated teams working on one optimization for years. But no one knows what industry is doing because nothing is published. With @AionicsInc we regularly help companies build models & discover materials that would (my biased opinion) be high impact papers if published.

[Austin Sendek @BatteryCowboy]

This resonated with me because it also defines our strategy at Aionics. We are often how we are different from others in the battery/ML space. Well - you have to ship to compete, and and Aionics has been shipping all kinds of battery AI solutions for the last three years. 4/

[Austin Sendek @BatteryCowboy]

[Now, as any shameless entrepreneur would, allow me to make this about my own company @AionicsInc] 3/