Publications

Markus Jaeger, Stephan Krügel, Dimitri Marinelli, Jochen Papenbrock, Peter Schwendner (2020). Understanding Machine Learning for Diversified Portfolio Construction by Explainable AI. https://ssrn.com/abstract=3528616.

Niklas Bussmann, Paolo Giudici, Dimitri Marinelli, Jochen Papenbrock (2019). Explainable AI in credit risk management. https://ssrn.com/abstract=3506274.

Hector J Hortua, Riccardo Volpi, Dimitri Marinelli, Luigi Malagò (2019). Parameters Estimation for the Cosmic Microwave Background with Bayesian Neural Networks. arXiv preprint arXiv:1911.08508 [astro-ph.IM].

PDF arXiv:1911.08508 [astro-ph.IM]

Antonia M. Frassino, Dimitri Marinelli, Orlando Panella, Pinaki Roy (2017). Thermodynamics of Quantum Phase Transitions of a Dirac Oscillator in a Homogenous Magnetic Field. arXiv:1707.06984 [cond-mat.stat-mech].

PDF arXiv:1707.06984 [cond-mat.stat-mech]

Luigi Malagò, Dimitri Marinelli (2017). Synthetic Generation of Local Minima and Saddle Points for Neural Networks. Work-in-progress accepted at Principled Approaches to Deep Learning, ICML 2017, Sydney, Australia August 10, 2017.

Manuela S. Arruda, Robenilson F. Santos, Dimitri Marinelli, Vincenzo Aquilanti (2016). Spin-Coupling Diagrams and Incidence Geometry: A Note on Combinatorial and Quantum-Computational Aspects. In: Gervasi O. et al. (eds) Computational Science and Its Applications – ICCSA 2016. Lecture Notes in Computer Science, vol 9786. Springer, Cham.

Dimitri Marinelli, Giorgio Immirzi (2016). A Practical Look at Regge Calculus. 1st Karl Schwarzschild Meeting on Gravitational Physics Volume 170 of the series Springer Proceedings in Physics pp 381-386.

Roger W Anderson, Vincenzo Aquilanti, Ana Carla Peixoto Bitencourt, Dimitri Marinelli, Mirco Ragni (2014). The Screen representation of spin networks: 2D recurrence, eigenvalue equation for 6j symbols, geometric interpretation and Hamiltonian dynamics. Murgante B. et al. (eds) - Computational Science and Its Applications – ICCSA 2013. ICCSA 2013. Lecture Notes in Computer Science, vol 7972. Springer, Berlin, Heidelberg.

DOI arXiv:1404.4555 [quant-ph]

Dimitri Marinelli (2014). Single and Collective Dynamics of Discretized Geometries. Scientifica Acta Vol 7 56-64.

Vincenzo Aquilanti, Dimitri Marinelli, Annalisa Marzuoli (2014). Symmetric coupling of angular momenta, quadratic algebras and discrete polynomials. J. Phys.: Conf. Ser. 482 012001 - Proceedings, Physics and Mathematics of Nonlinear Phenomena (PMNP 2013).

PDF DOI arXiv:1401.3591[quant-ph]

Dimitri Marinelli, Annalisa Marzuoli, Vincenzo Aquilanti, Roger W. Anderson, Ana Carla P. Bitencourt, Mirco Ragni (2014). Symmetric angular momentum coupling, the quantum volume operator and the 7-spin network: a computational perspective. In: Murgante B. et al. (eds) Computational Science and Its Applications - ICCSA 2014. Lecture Notes in Computer Science, vol 8579. Springer, Cham.

PDF DOI arXiv:1410.1073 [quant-ph]

Vincenzo Aquilanti, Dimitri Marinelli, Annalisa Marzuoli (2013). Hamiltonian dynamics of a quantum of space: hidden symmetries and spectrum of the volume operator, and discrete orthogonal polynomials. Journal of Physics A: Mathematical and Theoretica, 2013, 46, 175303.

PDF DOI arXiv:1301.1949 [quant-ph]