A brand new species of exciton with novel traits has been found in moiré crystal superlattice. Scientists have developed a pristine unit-cell matrix projection methodology that reduces computationally a million-fold with out lack of accuracy. Supercomputer simulations helped in predicting the brand new exciton, which was later validated by experiment. The analysis can be utilized within the improvement of latest optical sensors and communication know-how.