Lucas did his DPhil in Oxford when he authored a paper published in Nature Journal on using machine learning and satellite imagery to develop the most complete inventory of solar PV installations all over the world, starting the field of satellite-based identification and analysis of energy systems. As the Co-Founder of Oxford Earth Observation and former CTO of TransitionZero, his further works have been related to utilizing machine learning technologies to further the energy transition and sustainability.