• Infrared quantitative thermography challenging in fully reflective and radiative environment. Development of inverse processing using infrared synthetic diagnostics to retrieve the real surface temperature tokamak. Comparison methods based on a gradient minimisation machine learning techniques. (IR) system is key diagnostic fusion devices monitor Plasma Facing Components. Nevertheless, both q...