The invention relates to a method for producing molded parts from a powder based on thermoplastic elastomers, wherein the powder is placed onto or introduced into a mold and is heated by means of electromagnetic radiation to such an extent that the powder at least partially melts and thus fuses to form the molded part, and the frequency of the electromagnetic radiation lies between 0.01 GHz and 300 GHz.