From the 1 of 6 linked papers with an AI index.
6 papers
Curvature Converts Phonon Hall Viscosity into Phonon Angular Momentum
Pablo A. Morales
The paper shows that static curvature in thin crystalline membranes enables phonon Hall viscosity to generate in‑plane phonon angular momentum, leading to a measurable torque propo…
Curvature-Controlled Infrared Regularization of Crystalline Membranes
Pablo A. Morales, Pavel Castro-Villarreal
We show that negative Gaussian curvature regularizes the infrared sector of crystalline membranes. In a covariant formulation of embedded elasticity, the Green strain contains a sy…
An Information-Geometric Approach to Artificial Curiosity
Alexander Nedergaard, Pablo A. Morales
Learning in environments with sparse rewards remains a fundamental challenge in reinforcement learning. Artificial curiosity addresses this limitation through intrinsic rewards to…
Explosive neural networks via higher-order interactions in curved statistical manifolds
Miguel Aguilera, Pablo A. Morales, Fernando E. Rosas +1
Higher-order interactions underlie complex phenomena in systems such as biological and artificial neural networks, but their study is challenging due to the scarcity of tractable m…
Thermodynamics of exponential Kolmogorov-Nagumo averages
Pablo A. Morales, Jan Korbel, Fernando E. Rosas
This paper investigates generalized thermodynamic relationships in physical systems where relevant macroscopic variables are determined by the exponential Kolmogorov-Nagumo average…
Graphene shapes from quantum elasticity
Pablo A. Morales, Pavel Castro-Villarreal
Temperature constraints are highly desirable in the experimental setup when seeking the synthesis of new carbon structures. Fluctuations of the Dirac field result in temperature-de…