We are creating digital twins of thermal energy in nature. With a specific focus on geothermal energy (both for electricity and heating and cooling) our ML software for system design reduces modelling time/cost by 93%. Users of our online AI Apps can quantify ground temperatures anywhere on earth within 0.5°C accuracy, and ground thermal conductivity with 32% more accuracy than the next best available methods.