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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
192022
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
82022
Multivariate relationship in big data collection of ocean observing system
G Pietropolli, L Manzoni, G Cossarini
Applied Sciences 13 (9), 5634, 2023
62023
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
52023
A grammatical evolution approach to the automatic inference of P systems
G Nadizar, G Pietropolli
Journal of Membrane Computing 5 (3), 129-143, 2023
32023
Parametrizing GP Trees for Better Symbolic Regression Performance through Gradient Descent.
G Pietropolli, FJ Camerota Verdù, L Manzoni, M Castelli
Proceedings of the Companion Conference on Genetic and Evolutionary …, 2023
32023
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
32023
Large Language Model-based Test Case Generation for GP Agents
S Jorgensen, G Nadizar, G Pietropolli, L Manzoni, E Medvet, UM O'Reilly, ...
Proceedings of the Genetic and Evolutionary Computation Conference, 914-923, 2024
22024
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
22024
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
Ppcon 1.0: Biogeochemical argo profile prediction with 1d convolutional networks
G Pietropolli, L Manzoni, G Cossarini
EGUsphere 2023, 1-23, 2023
22023
A genetic programming based heuristic to simplify rugged landscapes exploration
G Pietropolli, G Menara, C Mauro
Emerging Science Journal 7 (4), 1037-1051, 2023
22023
Automatic design of interpretable control laws through parametrized Genetic Programming with adjoint state method gradient evaluation
F Marchetti, G Pietropolli, FJC Verdù, M Castelli, E Minisci
Applied Soft Computing 159, 111654, 2024
12024
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
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
PPCon 1.0: Biogeochemical-Argo profile prediction with 1D convolutional networks
G Pietropolli, L Manzoni, G Cossarini
Geoscientific Model Development 17 (20), 7347-7364, 2024
2024
Genetic Programming for the Reconstruction of Delay Differential Equations in Economics
T Tonelli, G Pietropolli, G Sbaiz, L Manzoni
Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2024
2024
The Role of the Substrate in CA-based Evolutionary Algorithms
G Pietropolli, S Nichele, E Medvet
Proceedings of the Genetic and Evolutionary Computation Conference, 768-777, 2024
2024
MACHINE LEARNING APPLICATIONS TO DATA RECONSTRUCTION IN MARINE BIOGEOCHEMISTRY.
G Pietropolli
Università 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, ...
Ital-IA, 595-598, 2023
2023
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