Zobrazeno 1 - 10
of 31 057
pro vyhledávání: '"Murugan AS"'
All biological systems are subject to perturbations: due to thermal fluctuations, external environments, or mutations. Yet, while biological systems are composed of thousands of interacting components, recent high-throughput experiments show that the
Externí odkaz:
http://arxiv.org/abs/2412.13637
The primary objective of this research is to build a Momentum Transformer that is expected to outperform benchmark time-series momentum and mean-reversion trading strategies. We extend the ideas introduced in the paper Trading with the Momentum Trans
Externí odkaz:
http://arxiv.org/abs/2412.12516
Analysis of Object Detection Models for Tiny Object in Satellite Imagery: A Dataset-Centric Approach
In recent years, significant advancements have been made in deep learning-based object detection algorithms, revolutionizing basic computer vision tasks, notably in object detection, tracking, and segmentation. This paper delves into the intricate do
Externí odkaz:
http://arxiv.org/abs/2412.10453
Autor:
Murugan, Mathav
Given a strongly local Dirichlet form on a metric measure space that satisfies Gaussian heat kernel bounds, we show that the martingale dimension of the associated diffusion process coincides with Cheeger's analytic dimension of the underlying metric
Externí odkaz:
http://arxiv.org/abs/2412.06737
We investigate the charging dynamics of Sachdev-Ye-Kitaev (SYK) models as quantum batteries, highlighting their capacity to achieve quantum charging advantages. By analytically deriving the scaling of the charging power in SYK batteries, we identify
Externí odkaz:
http://arxiv.org/abs/2412.04560
We explore the relationship between complexity and duality in quantum systems, focusing on how local and non-local operators evolve under time evolution. We find that non-local operators, which are dual to local operators under specific mappings, exh
Externí odkaz:
http://arxiv.org/abs/2411.02546
Autor:
Murugan, Mathav
Given suitable functions $V, \Psi:[0,\infty) \to [0,\infty)$, we obtain necessary and sufficient conditions on $V,\Psi$ for the existence of a metric measure space and a symmetric diffusion process that satisfies sub-Gaussian heat kernel estimates wi
Externí odkaz:
http://arxiv.org/abs/2410.15611
In this work, we use a Discrete Element Method (DEM) to explore the viscous to inertial shear thickening transition of dense frictionless non-Brownian suspensions close to jamming. This transition is characterized by a change in the steady state rheo
Externí odkaz:
http://arxiv.org/abs/2410.12140
Many biological decision-making processes can be viewed as performing a classification task over a set of inputs, using various chemical and physical processes as "biological hardware." In this context, it is important to understand the inherent limi
Externí odkaz:
http://arxiv.org/abs/2409.05827
The Baxter robot is a standard research platform used widely in research tasks, supported with an SDK provided by the developers, Rethink Robotics. Despite the ubiquitous use of the robot, the official software support is sub-standard. Especially, th
Externí odkaz:
http://arxiv.org/abs/2409.00867