115 citations · 848 across the 26 of their papers we have counts for
26 papers
Robust Scheduling with GFlowNets
David W. Zhang, Corrado Rainone, Markus Peschl +1
Finding the best way to schedule operations in a computation graph is a classical NP-hard problem which is central to compiler optimization. However, evaluating the goodness of a s…
Neural Topological Ordering for Computation Graphs
Mukul Gagrani, Corrado Rainone, Yang Yang +7
Recent works on machine learning for combinatorial optimization have shown that learning based approaches can outperform heuristic methods in terms of speed and performance. In thi…
Learning Lattice Quantum Field Theories with Equivariant Continuous Flows
Mathis Gerdes, Pim de Haan, Corrado Rainone +2
We propose a novel machine learning method for sampling from the high-dimensional probability distributions of Lattice Field Theories, which is based on a single neural ODE layer a…
Scaling Up Machine Learning For Quantum Field Theory with Equivariant Continuous Flows
Pim de Haan, Corrado Rainone, Miranda C. N. Cheng +1
We propose a continuous normalizing flow for sampling from the high-dimensional probability distributions of Quantum Field Theories in Physics. In contrast to the deep architecture…
Finite-size study of the athermal quasistatic yielding transition in structural glasses
Richard David, Rainone Corrado, Lerner Edan
We present a finite-size study of the athermal quasistatic yielding transition in structural glasses featuring a wide range of mechanical disorder. We find a crossover from gradual…
Low-frequency vibrational spectrum of mean-field disordered systems
Eran Bouchbinder, Edan Lerner, Corrado Rainone +2
We study a recently introduced and exactly solvable mean-field model for the density of vibrational states of a structurally disordered system. The model is formul…
Mean-field model of interacting quasilocalized excitations in glasses
Corrado Rainone, Pierfrancesco Urbani, Francesco Zamponi +2
Structural glasses feature quasilocalized excitations whose frequencies follow a universal density of states . Yet, the underlying physics behind this u…
Statistical mechanics of local force dipole responses in computer glasses
Corrado Rainone, Eran Bouchbinder, Edan Lerner
Soft quasilocalized modes (QLMs) are universally featured by structural glasses quenched from a melt, and are supposedly involved in a number of glassy anomalies such as the low te…
Pinching a glass reveals key properties of its soft spots
Corrado Rainone, Eran Bouchbinder, Edan Lerner
It is now well established that glasses feature quasilocalized nonphononic excitations --- coined "soft spots"---, which follow a universal density of states in the limit of…
Wave attenuation in glasses: Rayleigh and generalized-Rayleigh scattering scaling
Avraham Moriel, Geert Kapteijns, Corrado Rainone +3
The attenuation of long-wavelength phonons (waves) by glassy disorder plays a central role in various glass anomalies, yet it is neither fully characterized, nor fully understood.…
Particle pinning suppresses spinodal criticality in the shear banding instability
Bhanu Prasad Bhowmik, Smarajit Karmakar, Itamar Procaccia +1
Strained amorphous solids often fail mechanically by creating a shear-band. It had been understood that the shear banding instability is usefully described as crossing a spinodal p…
Finite-size effects on sound damping in stable computer glasses
Corrado Rainone, Avraham Moriel, Geert Kapteijns +2
In this brief note we comment on the recent results presented in arXiv:1812.08736v1
On the protocol dependence of plasticity in ultra-stable amorphous solids
Edan Lerner, Itamar Procaccia, Corrado Rainone +1
While perfect crystals may exhibit a purely elastic response to shear all the way to yielding, the response of amorphous solids is punctuated by plastic events. The prevalence of t…
How Generic are the Robust Theoretical Aspects of Jamming in Hard Sphere Models?
Giorgio Parisi, Yoav G. Pollack, Itamar Procaccia +2
In very recent work the mean field theory of the jamming transition in infinite dimensional hard spheres models was presented. Surprisingly, this theory predicts quantitatively num…
Mechanical Failure in Amorphous Solids: Scale Free Spinodal Criticality
Itamar Procaccia, Corrado Rainone, Murari Singh
The mechanical failure of amorphous media is a ubiquitous phenomenon from material engineering to geology. It has been noticed for a long time that the phenomenon is "scale-free",…
Shear bands as manifestation of a criticality in yielding amorphous solids
Giorgio Parisi, Itamar Procaccia, Corrado Rainone +1
Amorphous solids increase their stress as a function of an applied strain until a mechanical yield point whereupon the stress cannot increase anymore, afterwards exhibiting a stead…
Emergent Inter-particle Interactions in Thermal Amorphous Solids
Edan Lerner, Yoav G. Pollack, Itamar Procaccia +1
Amorphous media at finite temperatures, be them liquids, colloids or glasses, are made of interacting particles that move chaotically due to thermal energy, colliding and scatterin…
Breakdown of Nonlinear Elasticity in Amorphous Solids at Finite Temperatures
Itamar Procaccia, Corrado Rainone, Carmel Shor +1
It is known by now that amorphous solids at zero temperature do not possess a nonlinear elasticity theory: besides the shear modulus which exists, all the higher order coefficients…
Mechanical Yield in Amorphous Solids: a First-Order Phase Transition
Prabhat Jaiswal, Itamar Procaccia, Corrado Rainone +1
Amorphous solids yield at a critical value of the strain (in strain controlled experiments); for larger strains the average stress can no longer increase - the system displays an e…
Following the evolution of metastable glassy states under external perturbations: compression and shear-strain
Corrado Rainone
This thesis sums up the research work I performed as a PhD student in Sapienza Università di Roma, and École Normale Supérieure, Paris, under the joint supervision of Prof. Giorgio…
Following the evolution of glassy states under external perturbations: the full replica symmetry breaking solution
Corrado Rainone, Pierfrancesco Urbani
The state-following technique allows the study of metastable glassy states under external perturbations. Here we show how this construction can be used to study the behavior of gla…
Dynamical arrest with zero complexity: the unusual behavior of the spherical Blume Emery Griffiths disordered model
Corrado Rainone, Ulisse Ferrari, Matteo Paoluzzi +1
The short- and long-time dynamics of model systems undergoing a glass transition with apparent inversion of Kauzmann and dynamical arrest glass transition lines is investigated. Th…
Numerical detection of the Gardner transition in a mean-field glass former
Patrick Charbonneau, Yuliang Jin, Giorgio Parisi +3
Recent theoretical advances predict the existence, deep into the glass phase, of a novel phase transition, the so-called Gardner transition. This transition is associated with the…
Calorimetric glass transition in a mean field theory approach
Manuel Sebastian Mariani, Giorgio Parisi, Corrado Rainone
The study of the properties of glass-forming liquids is difficult for many reasons. Analytic solutions of mean field models are usually available only for systems embedded in a spa…