Pietro Lió

Papers on Lattice

Total citations

Topics

h-index

Publication activitypapers/week, last 8 weeks

Frequent co-authors

Yi-Ming Ren (1)Xiang Liu (1)Mustafa Hajij (1)Guo-Wei Wei (1)

Papers (1)

Oct 6, 2026

University of Georgia1w ago·also Affiliation:, University of San Francisco

Mathematical Invariant-Enabled Topological Neural Networks for Molecular and Materials Property Prediction

Unlocking superior molecular and materials property prediction by fusing diverse mathematical invariants with topological neural networks, revealing that optimal performance hinges on carefully curated representation-architecture pairings.

Yi-Ming Ren, Xiang Liu, Mustafa Hajij +2

Pietro Lió

Publication activitypapers/week, last 8 weeks

Frequent co-authors

Papers (1)

Search

Pietro Lió

Publication activitypapers/week, last 8 weeks

Frequent co-authors

Papers (1)