This will be mostly on the QUICK side. ERI gradient calculations are currently the most expensive task in QM/MM, and the bottleneck of these kernels is the higher register utilization on both NVIDIA and AMD GPUs. Re-implementation of such kernels will help reducing kernel run times on both hardware. Furthermore, the Fock matrix build can be further accelerated by implementing dedicated algorithms for Coulomb and exchange contri-