A software engine for simulating large-scale cosmic structures that eliminates computationally expensive N-body particle loops through dimensional reduction and geometric mechanics. The system uses GPU-accelerated parallel tensor evaluation with optimized VRAM memory management and hardware-enforced constant buffer alignment to achieve high-precision simulations at massive scales.