Syed Abraham Ahmed

Topological Renormalization of Genomic Interactomes: Overcoming Volume-Law Scaling in Quantum-Inspired Adaptive Tensor Tree Networks to Emulate data and Bioinformatics.

The scaling of artificial intelligence in computational biology, multi-omic fusion, and sequence modeling is fundamentally constrained by a volumetric memory wall, where dense cross-product evaluations yield intractable O(N2) memory and computational complexities. This paper pres...