2 papers
cs.LG2025
Contrastive Learning for Efficient Transaction Validation in UTXO-based Blockchains
Hamid Attar, Luigi Lunardon, Alessio Pagani
This paper introduces a Machine Learning (ML) approach for scalability of UTXO-based blockchains, such as Bitcoin. Prior approaches to UTXO set sharding struggle with distributing…
math.AG2024
Birational invariance of motivic zeta functions of -trivial varieties, and obstructions to smooth fillings
Luigi Lunardon, Johannes Nicaise
The motivic zeta function of a smooth and proper -variety with trivial canonical bundle is a rational function with coefficients in an appropriate Grothendieck…