LAPENNA, MICHELA
LAPENNA, MICHELA
DIFA - DIPARTIMENTO DI FISICA E ASTRONOMIA "AUGUSTO RIGHI"
Dottorandi
How do probabilistic graphical models and graph neural networks look at network data?
2026 Lapenna, Michela; De Bacco, Caterina
Chamfer distance for non-linear registration of Triply Periodic Minimal Surface lattices
2025 Lapenna, M.; Faglioni, F.; Chand, K.; Hejazi, B.; Fioresi, R.; Bruno, G.
Kolmogorov–Arnold and Long Short-Term Memory Convolutional Network Models for Supervised Quality Recognition of Photoplethysmogram Signals
2025 Mehrab, Aneeqa; Lapenna, Michela; Zanchetta, Ferdinando; Simonetti, Angelica; Faglioni, Giovanni; Malagoli, Andrea; Fioresi, Rita
Temperature-based pruning for input features in Graph Neural Networks
2025 Lapenna, Michela; Faglioni, Francesco; Fioresi, Rita; Bruno, Giovanni
Vision GNN (ViG) architecture for a fine-tuned segmentation of a complex Al–Si metal matrix composite XCT volume
2025 Lapenna, M.; Tsamos, A.; Faglioni, F.; Fioresi, R.; Zanchetta, F.; Bruno, G.
Geometric deep learning for enhanced quantitative analysis of microstructures in X-ray computed tomography data
2024 Lapenna, M.; Tsamos, A.; Faglioni, F.; Fioresi, R.; Zanchetta, F.; Bruno, G.
Geometric Deep Learning: a temperature based analysis of graph neural networks.
2023 M. Lapenna, F. Faglioni, F. Zanchetta, R.Fioresi
Thermodynamics modeling of deep learning systems for a temperature based filter pruning technique
2023 Lapenna, M.; Faglioni, F.; Fioresi, R.