Frederick Hall

Fast decarbonization means faster electrification. This tool helps answer what it will cost to heat and drive with electric? What about adding solar? What electric rates are availalable? And what is the value of flexibility?

Realizing the fun in creative writing and the need for more people to talk about how to decarbonize their lifestyle, I decided to start blogging. All views, code and analysis are my own.

Developed master equations focused on heat pump state transfers. This enables us to understand a stable state equilibrium when solving for outdoor air temperature (Ta) and building envolope efficiency.

Designed and trained a deep convolutional neural network to explore gender bias in professional sports commentating. Training used +10,000 emotional audiofiles and classified commentating from more than 100 cycling events.

Data scientist on a team awarded a competative RFP by the State of Vermont to build a carbon budget using data pipelines to evaluate carbon stocks and fluxes for agriculture, forestry, and other land-use historically and into the future.