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The dynamic behaviour of the High Strength Low Alloy (HSLA) Steel before and after heat treatment was examined experimentally by performing quasi-static and high strain rate testing at room temperature and cryogenic temperatures. The high strain rate tensile testing of the material was performed on a Split Hopkinson Tensile Bar (SHTB) setup. A customized liquid nitrogen chamber equipped with UTM and SHTB was used to perform the cryogenic temperature testing. The stress–strain response of the material under different loading conditions was recorded and a modified Johnson–Cook material model was derived. It was observed that the flow stress of the material increased when tested at a high strain rate and it further increased at a cryogenic high strain rate loading environment. The microstructure of the material before and after heat treatment was also observed to identify the dominant phase change in microstructure contributing towards improvement in strength after heat treatment. The failure analysis of each category of the samples was examined under the Scanning Electron Microscope (SEM) after the testing. The formation of small and deep dimples for as-received samples and bigger and shallow dimples for heat-treated samples distinguished the type of failure between the quasi-static, high strain rate and cryogenic high strain rate material testing. • High Strength Low Alloy Steel (HSLA) were characterized at Quasi-Static and high strain rate tensile testing at room temperature and cryogenic temperature in both annealed and post heat treated conditions. • The customized Split Hopkinson Tensile Bar equipped with liquid nitrogen chamber and on-board temperature measurement system was developed to perform high strain rate cryogenic testing of HSLA steel. • The fractured surface of annealed and post heat treated samples were examined to understand the underlying effect contributing towards improvement in mechanical properties of the HSLA steel. • The modified Johnson–Cook material model parameters were derived based on the experimental results. The numerical simulations were performed to verify the developed constituent model. [ABSTRACT FROM AUTHOR]