The enthalpy of formation in the gas phase has been calculated for 21 carbonyl compounds of the thiophene series with the aid of the PM3, MINDO, AM1, and MNDO semiempirical quantum-chemical methods. Comparison of them with experimental data showed that the best linear correlation was achieved with the PM3 method. The latter in conjunction with a developed linear regression equation has been used to predict the enthalpy of formation of 22 carboxylic acids and ketones of the thiophene series.Keywords: thiophene derivatives, semiempirical quantum-chemical methods of calculation, heat of formation.The enthalpy of formation is one of the most important energy characteristics of compounds, data on which enables optimization of the conditions of carrying out technological processes involving them. However, the experimental determination of enthalpies of formation of organic compounds is fairly laborious and sometimes an insurmountable problem. Consequently all the calculating quantum-chemical methods, carried out with the aid of special sets of computer programs, are frequently used for predicting the energy properties of substances. However without a link with experimental data their application frequently gives ambiguous results, which are difficult to interpret.In the present study the semiempirical quantum-chemical methods PM3, MINDO, AM1, and MNDO, forming part of the MOPAC program set, were used with the aim of predicting the enthalpies of formation of thiophene derivatives. Compounds of the thiophene series are encountered among products of plant origin, but have even more value as synthetic medicinal preparations and dyestuffs producible in industry [1].The selection of a method of calculation originates from the need to provide the best correlation between calculated and experimental values of the enthalpies of formation of thiophene derivatives. The following compounds with known experimental enthalpies of formation in the gas phase were used for this purpose [2-13]: thiophene-2-carbaldehyde (1), thiophene-3-carbaldehyde (2), 3-methylthiophene-2-carbaldehyde (3), 5-methylthiophene-2-carbaldehyde (4), 5-ethylthiophene-2-carbaldehyde (5), 2-acetylthiophene (6), 3-acetylthiophene (7), 2-acetyl-3-methylthiophene (8), 2-acetyl-4-methylthiophene (9), 2-acetyl-5-methylthiophene (10), 3-acetyl-2,5-dimethylthiophene (11), thiophene-2-carboxylic acid (12), thiophene-3-carboxylic acid (13), 3-methylthiophene-2-carboxylic acid (14), 5-methylthiophene-2-carboxylic acid (15), 2-thienylacetic acid (16), 3-thienylacetic acid (17), 5-acetylthiophene-2-carboxylic acid (18), thiophene-2,5-dicarboxylic acid (19), 2-thienylacetic acid methyl ester (20), 3-thienylacetic acid methyl ester (21).