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We study the smoothness of solutions to linear kinetic Fokker-Planck equations in domains with specular reflection condition, including Kolmogorov’s equation . Our main results establish the following: - Solutions are always in away from the grazing set . - They are up to the grazing set. - This regularity is optimal, i.e. we show that that they are in general not . These results show for the first time that solutions are classical up to boundary, i.e. and .

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