| The backtracking survey propagation algorithm for solving random K-SAT problems R Marino, G Parisi, F Ricci-Tersenghi Nature Communications 7, 12996, 2016 | 73 | 2016 |
| Nonequilibrium Monte Carlo for unfreezing variables in hard combinatorial optimization M Mohseni, D Eppens, J Strumpfer, R Marino, V Denchev, AK Ho, ... arXiv preprint arXiv:2111.13628, 2021 | 27 | 2021 |
| Entropy production of a Brownian ellipsoid in the overdamped limit R Marino, R Eichhorn, E Aurell Phys. Rev. E 93, 012132, 2016 | 26 | 2016 |
| Phase transitions in the mini-batch size for sparse and dense two-layer neural networks R Marino, F Ricci-Tersenghi Machine Learning: Science and Technology 5 (1), 015015, 2024 | 20* | 2024 |
| Hard optimization problems have soft edges R Marino, S Kirkpatrick Scientific Report 13, 2023 | 20* | 2023 |
| Learning from Survey Propagation: a Neural Network for MAX-E-3-SAT R Marino Mach. Learn.: Sci. Technol., 19, 2021 | 20 | 2021 |
| Diffusion of a Brownian ellipsoid in a force field E Aurell, S Bo, M Dias, R Eichhorn, R Marino EPL (Europhysics Letters) 114 (3), 30005, 2016 | 19 | 2016 |
| Solving non-linear Kolmogorov equations in large dimensions by using deep learning: a numerical comparison of discretization schemes R Marino, N Macris Journal of Scientific Computing, 28, 2023 | 18 | 2023 |
| Ergodic observables in non-ergodic systems: the example of the harmonic chain M Baldovin, R Marino, A Vulpiani Physica A: Statistical Mechanics and its Applications, 129273, 2023 | 15 | 2023 |
| Advective-diffusive motion on large scales from small-scale dynamics with an internal symmetry R Marino, E Aurell Phys. Rev. E 93, 062147, 2016 | 14 | 2016 |
| Daydreaming Hopfield Networks and their surprising effectiveness on correlated data L Serricchio, D Bocchi, C Chilin, R Marino, M Negri, C Cammarota, ... Neural Networks, 107216, 2025 | 13 | 2025 |
| A Short Review on Novel Approaches for Maximum Clique Problem: from Classical algorithms to Graph Neural Networks and Quantum algorithms R Marino, L Buffoni, B Zavalnij arXiv:2403.09742, 2024 | 13 | 2024 |
| Large independent sets on random -regular graphs with fixed degree R Marino, S Kirkpatrick Computation-Special Issue Solstice 2023—International Conference on …, 2023 | 11* | 2023 |
| Fast Analysis of the OpenAI O1-Preview Model in Solving Random K-SAT Problem: Does the LLM Solve the Problem Itself or Call an External SAT Solver? R Marino arXiv preprint arXiv:2409.11232, 2024 | 10 | 2024 |
| Stable Attractors for Neural networks classification via Ordinary Differential Equations (SA-nODE) R Marino, L Giambagli, L Chicchi, L Buffoni, D Fanelli Machine Learning : Science and Technology 5 (035087), 2024 | 10* | 2024 |
| Criticality and conformality in the random dimer model S Caracciolo, R Fabbricatore, M Gherardi, R Marino, G Parisi, G Sicuro Physical Review E 103, 2021 | 10 | 2021 |
| Complex Recurrent Spectral Network L Chicchi, L Giambagli, L Buffoni, R Marino, D Fanelli Chaos, Solitons & Fractals 184 (114998), 1-8, 2024 | 8 | 2024 |
| Stochastic Gradient Descent-like relaxation is equivalent to Metropolis dynamics in discrete optimization and inference problems MC Angelini, AG Cavaliere, R Marino, F Ricci-Tersenghi Scientific Reports 14 (1), 11638, 2024 | 7* | 2024 |
| Charging a quantum spin network with superextensive precision B Donelli, S Gherardini, R Marino, F Campaioli, L Buffoni Phys. Rev. E 111 (L062102), 2025 | 5 | 2025 |
| Dynamics and Thermodynamics of Translational and Rotational Diffusion Processes Driven out of Equilibrium R Marino KTH, School of Computer Science and Communication (CSC)., 2017 | 5 | 2017 |
Federico Ricci-TersenghiProfessor of Theoretical Physics, "La Sapienza" University, RomaVerified email at roma1.infn.it
