In particular look at OpenVDB (volume database). It is a wide and shallow volume format designed for performance around certain use cases. It also includes good lib support for the common simulation functions.

A lot of the other open source offerings from the animation/vfx studios are about common formats and pipelines and may be of less interest outside of the industry.