Abstract: The NANOGrav collaboration has recently observed positive evidence of a low frequency gravitational wave background (SGWB) in its 15-year pulsar timing data set. Here we explore the possibility that this SGWB is due to new physics. In particular we will discuss some of the potential cosmological interpretations of this signal in terms of different models of inflation, first order phase transitions and topological defects.