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Gloria Pietropolli
Gloria Pietropolli
Verified email at phd.units.it - Homepage
Title
Cited by
Cited by
Year
Combining geometric semantic gp with gradient-descent optimization
G Pietropolli, L Manzoni, A Paoletti, M Castelli
European Conference on Genetic Programming (Part of EvoStar), 19-33, 2022
162022
Multivariate Relationship in Big Data Collection of Ocean Observing System
G Pietropolli, L Manzoni, G Cossarini
Applied Sciences 13 (9), 5634, 2023
52023
GANs for integration of deterministic model and observations in marine ecosystem
G Pietropolli, G Cossarini, L Manzoni
EPIA Conference on Artificial Intelligence, 452-463, 2022
52022
Inferring P systems from their computing steps: An evolutionary approach
A Leporati, L Manzoni, G Mauri, G Pietropolli, C Zandron
Swarm and Evolutionary Computation 76, 101223, 2023
42023
On the hybridization of geometric semantic GP with gradient-based optimizers
G Pietropolli, L Manzoni, A Paoletti, M Castelli
Genetic Programming and Evolvable Machines 24 (2), 16, 2023
22023
A grammatical evolution approach to the automatic inference of P systems
G Nadizar, G Pietropolli
Journal of Membrane Computing 5 (3), 129-143, 2023
22023
Parametrizing GP Trees for Better Symbolic Regression Performance through Gradient Descent.
G Pietropolli, FJ Camerota Verdł, L Manzoni, M Castelli
Proceedings of the Companion Conference on Genetic and Evolutionary …, 2023
22023
A Self-Adaptive Approach to Exploit Topological Properties of Different GAs’ Crossover Operators
J Ferreira, M Castelli, L Manzoni, G Pietropolli
European Conference on Genetic Programming (Part of EvoStar), 3-18, 2023
22023
PPCon 1.0: Biogeochemical Argo Profile Prediction with 1D Convolutional Networks
G Pietropolli, L Manzoni, G Cossarini
EGUsphere 2023, 1-23, 2023
12023
Combining Neural Networks and Data Assimilation to enhance the spatial impact of Argo floats in the Copernicus Mediterranean biogeochemical model
C Amadio, A Teruzzi, G Pietropolli, L Manzoni, G Coidessa, G Cossarini
EGUsphere 2023, 1-28, 2023
12023
A Genetic Programming Based Heuristic to Simplify Rugged Landscapes Exploration
G Pietropolli, G Menara, M Castelli
Emerging Science Journal 7 (4), 1037-1051, 2023
12023
The Effect of Multi-Generational Selection in Geometric Semantic Genetic Programming
M Castelli, L Manzoni, L Mariot, G Menara, G Pietropolli
Applied Sciences 12 (10), 4836, 2022
12022
Automatic design of interpretable control laws through parametrized Genetic Programming with adjoint state method gradient evaluation
F Marchetti, G Pietropolli, FJC Verdł, M Castelli, E Minisci
Applied Soft Computing 159, 111654, 2024
2024
Combining neural networks and data assimilation to enhance the spatial impact of Argo floats in the Copernicus Mediterranean biogeochemical model
C Amadio, A Teruzzi, G Pietropolli, L Manzoni, G Coidessa, G Cossarini
Ocean Science 20 (3), 689-710, 2024
2024
MACHINE LEARNING APPLICATIONS TO DATA RECONSTRUCTION IN MARINE BIOGEOCHEMISTRY.
G Pietropolli
Universitą degli Studi di Trieste, 2024
2024
Machine Learning methods for the Atmosphere, the Ocean, and the Seabed
V Blasone, U Di Laudo, G Pietropolli, L Bortolussi, S Ceramicola, ...
2023
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