3 papers
physics.soc-ph2026
A Network Inefficiency Metric for Structural Stress Detection in Hedera Transactions
Deep Nath, Paolo Tasca, Nikhil Vadgama +1
Quantifying structural stress in transaction networks requires metrics that capture structural organization beyond transaction volume alone. In this work, we introduce the Ineffici…
cs.CR2026
SoK: A Systematic Bidirectional Literature Review of AI & DLT Convergence
Ali Irzam Kathia, Yimika Erinle, Abylay Satybaldy +3
The integration of Artificial Intelligence (AI) with Distributed Ledger Technology (DLT) has become a growing research area, yet contributions tend to cluster around specific appli…
quant-ph2026
Variational and Annealing-Based Approaches to Quantum Combinatorial Optimization
Hala Hawashin, Deep Nath, Marco Alberto Javarone
In this work, we review quantum approaches to combinatorial optimization, with the aim of bridging theoretical developments and industrial relevance. We first survey the main famil…