The
2016 Audi Sport Factbook is out.
This schematic diagram on pages 30-31 suggests that the battery cells are distributed longitudinally in a forward section of the monocoque, next to the driver, likely in an attempt to achieve proper weight distribution.
Porsche 919 hybrid diagram for comparison: