| Explainable Machine learning in Credit Risk Management N Bussmann, P Giudici, D Marinelli, J Papenbrock Computational Economics, 2020 | 405 | 2020 |
| Explainable AI in Fintech Risk Management N Bussmann, P Giudici, D Marinelli, J Papenbrock Frontiers in Artificial Intelligence 3, 26, 2020 | 210 | 2020 |
| Parameter estimation for the cosmic microwave background with Bayesian neural networks HJ Hortua, R Volpi, D Marinelli, L Malagò Physical Review D, 2020 102, 103509, 2019 | 55* | 2019 |
| Interpretable Machine Learning for Diversified Portfolio Construction M Jaeger, S Krügel, D Marinelli, J Papenbrock, P Schwendner https://www.pm-research.com/content/iijjfds/3/3/31.full.pdf, 2020 | 43* | 2020 |
| Hamiltonian dynamics of a quantum of space: hidden symmetries and spectrum of the volume operator, and discrete orthogonal polynomials V Aquilanti, D Marinelli, A Marzuoli Journal of Physics A: Mathematical and Theoretical 46 (17), 175303, 2013 | 25 | 2013 |
| The screen representation of spin networks: 2D recurrence, eigenvalue equation for 6j symbols, geometric interpretation and hamiltonian dynamics RW Anderson, V Aquilanti, ACP Bitencourt, D Marinelli, M Ragni Computational Science and Its Applications–ICCSA 2013, 46-59, 2013 | 19 | 2013 |
| Thermodynamics of Quantum Phase Transitions of a Dirac oscillator in a homogenous magnetic field AM Frassino, D Marinelli, O Panella, P Roy Journal of Physics A: Mathematical and Theoretical 53, 185204, 2017 | 18 | 2017 |
| Symmetric angular momentum coupling, the quantum volume operator and the 7-spin network: A computational perspective D Marinelli, A Marzuoli, V Aquilanti, RW Anderson, ACP Bitencourt, ... Computational Science and Its Applications–ICCSA 2014, 508-521, 2014 | 11 | 2014 |
| Accelerating MCMC algorithms through Bayesian Deep Networks HJ Hortua, R Volpi, D Marinelli, L Malago arXiv preprint arXiv:2011.14276, 2020 | 8 | 2020 |
| Symmetric coupling of angular momenta, quadratic algebras and discrete polynomials V Aquilanti, D Marinelli, A Marzuoli Journal of Physics: Conference Series 482 (1), 012001, 2014 | 8 | 2014 |
| Spin-Coupling Diagrams and Incidence Geometry: A Note on Combinatorial and Quantum-Computational Aspects MS Arruda, RF Santos, D Marinelli, V Aquilanti International Conference on Computational Science and Its Applications, 431-442, 2016 | 6 | 2016 |
| Single and Collective Dynamics of Discretized Geometries D Marinelli Scientifica Acta 7 (1), Ph 56-64, 2014 | 5 | 2014 |
| Network diversification for a robust portfolio allocation M Jaeger, D Marinelli Available at SSRN, 2022 | 2 | 2022 |
| Exploring the interplay of excitatory and inhibitory interactions in the Kuramoto model on circle topologies A Díaz-Guilera, D Marinelli, CJ Pérez-Vicente Chaos: An Interdisciplinary Journal of Nonlinear Science 34 (4), 2024 | 1 | 2024 |
| Enhancing flood forecasting and prevention: The multidisciplinary approach of Flood2Now project and its innovative solutions C Guzzon, R Marcos, MC Llasat, M Llasat-Botija, D Marinelli, ... EGU General Assembly Conference Abstracts, 5446, 2024 | | 2024 |
| FLOODGAMA: the new INUNGAMA. Beyond a flood events database for Catalonia M Llasat-Botija, MC Llasat, D Marinelli, R Marcos, C Guzzon, A Díaz EGU24, 2024 | | 2024 |
| Synthetic Generation of Local Minima and Saddle Points for Neural Networks L Malagò, D Marinelli Work-in-progress accepted at Principled Approaches to Deep Learning, ICML 2017, 2017 | | 2017 |
| A Practical Look at Regge Calculus D Marinelli, G Immirzi 1st Karl Schwarzschild Meeting on Gravitational Physics, 381-386, 2016 | | 2016 |
Paolo GiudiciProfessor of Statistics, University of PaviaVerified email at unipv.it