Views of the Nature of Science (NOS) among science students in higher education is investigated in a Norwegian university. The research utilizes the Views of the Nature of Science questionnaire version D+ (VNOS-D+), conducting a comprehensive analysis of NOS perspectives among 41 participants in STEM courses during the autumn semester of 2023. An overall decent understanding of NOS was found among all participating science students, regardless of gender, country of origin or study program. The mean values of the results for each aspect of NOS fluctuate between 1.39 and 2.68 on a scale from 0 (inadequate), 1 (naïve), 2 (transitional), to 3 (adequate) and are distributed rather homogeneously (x̄ = 2.02), although the aspect of law and theory stands out for its prevalence of naïve responses (x̄ = 1.39). No significant improvement in NOS understanding was observed with increased academic tenure in this study. The study shows promising usefulness of the VNOS-D+ questionnaire in higher education, as a valuable tool for gaining standardized insights into NOS perspectives. This research contributes to the discourse on science education by examining science students’ understandings of NOS in higher education in a previously rarely examined location.