Apparently yes you can. And you are attracted to people genetically different than you so diversity can be increased and recessive traits don’t surface! Pretty cool!

http://scitechconnect.elsevier.com/can-you-smell-sexual-attraction/?utm_source=socialmedia&utm_medium=biomed&utm_campaign=Can%20You%20Smell%20Sexual%20Attraction%3F&sf15478342=1
Can You Smell Sexual Attraction?

By: SPLICE, Posted on: November 18, 2015

Has it happened to you that you’ve met a handsome person, but something just didn’t click? Was there a person that had something that you simply couldn’t resist? Sometimes we call this chemistry, but does it really have anything to do with chemicals? Science says yes!

In November 1976 Yamazaki published a paper where they observed that mice choose their mates based on the differences in specific genetic region called Major Histocompatibility Complex (MHC). MHC plays an important role in antigen recognition and immune response (in humans it is also called Human Leukocyte Antigen – HLA). They speculated that mice use smell to determine the differences in these regions; the more differences there are in MHC between two mice, the more attractive they smell to each other.
It wasn’t until 1995, when Claus Wedekind, professor at University Bern in Switzerland asked his male students to wear cotton T-shirts two nights in a row, not to use any perfumes and avoid smelly stuff in general. He put the T-shirts into boxes and asked female students to smell them and rate how “sexy” they smelled. It turned out that women preferred the smell of T-shirts belonging to students with most different MHC genotype with the p-value being smaller than 0.001! Does that mean that two MHC genotypes are all you need to predict how sexually compatible you are with someone?
Well, it does make scientific sense. The more genetically different our sexual partner is, the less likely it is that children will have recessive genetic disorders. Also having two different sets of genes helps our immune system to fight off more pathogens, which would explain why MHC is involved in mate preferences. But nobody really knows how does it work and what exactly it is that smells sexy.
Since 1995 there were many other studies in many different settings. Some confirmed the results, some were inconclusive and some actually showed the reverse effect. Interestingly women who were taking contraceptive pills preferred more similar genotypes – family. And since hormonal contraceptives simulate pregnancy it does make sense that pregnant women are not really looking for a potential mate, but for family, where they feel safe.
CompatibleHowever, these inconsistencies didn’t stop start-ups offering genetic tests in order to determine sexual compatibility. Gene Partner was one of the first ones to pick up the idea, followed by Instant Chemistry and many others, however none of them really made it big.
It is hard to say what role genetics is playing in sexual attraction in humans, especially since the attraction seems to be determined by smell. We are all showering with soap, wash our clothes with softeners and eat dishes that can leave very specific odours. But it seems that there is some old mechanism still in play. So next time you find someone irresistible, you can blame your genes. And if you are saying “there is chemistry between us” you are scientifically correct.