| 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 | 19 | 2022 |
| 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 | 8 | 2022 |
| Multivariate relationship in big data collection of ocean observing system G Pietropolli, L Manzoni, G Cossarini Applied Sciences 13 (9), 5634, 2023 | 6 | 2023 |
| 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 | 5 | 2023 |
| A grammatical evolution approach to the automatic inference of P systems G Nadizar, G Pietropolli Journal of Membrane Computing 5 (3), 129-143, 2023 | 3 | 2023 |
| 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 | 3 | 2023 |
| 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 | 3 | 2023 |
| 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 | 2 | 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 | 2 | 2024 |
| 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 | 2 | 2023 |
| Ppcon 1.0: Biogeochemical argo profile prediction with 1d convolutional networks G Pietropolli, L Manzoni, G Cossarini EGUsphere 2023, 1-23, 2023 | 2 | 2023 |
| A genetic programming based heuristic to simplify rugged landscapes exploration G Pietropolli, G Menara, C Mauro Emerging Science Journal 7 (4), 1037-1051, 2023 | 2 | 2023 |
| 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 | 1 | 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 EGUsphere 2023, 1-28, 2023 | 1 | 2023 |
| 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 | 1 | 2022 |
| 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 |
Luca ManzoniDipartimento di Matematica, Informatica e Geoscienze, Università degli Studi di TriesteVerified email at units.it
