Zobrazeno 1 - 10
of 31 552
pro vyhledávání: '"A. Rashidi"'
Reinforcement learning (RL) is one of the active fields in machine learning, demonstrating remarkable potential in tackling real-world challenges. Despite its promising prospects, this methodology has encountered with issues and challenges, hindering
Externí odkaz:
http://arxiv.org/abs/2411.13410
Publikováno v:
Physical Review X 14, 041037 (2024)
The quantum Wigner crystal is a many-body state where Coulombic repulsion quenches the kinetic energy of electrons, causing them to crystallize into a lattice. Experimental realization of a quantum Wigner crystal at zero magnetic field has been a lon
Externí odkaz:
http://arxiv.org/abs/2411.07230
Advanced algorithms based on Deep Reinforcement Learning (DRL) have been able to become a reliable tool for the Forex market traders and provide a suitable strategy for maximizing profit and reducing trading risk. These tools try to find the most pro
Externí odkaz:
http://arxiv.org/abs/2411.01456
Autor:
Bandyopadhyay, Sabyasachi, Zhang, Jiaqing, Ison, Ronald L., Libon, David J., Tighe, Patrick, Price, Catherine, Rashidi, Parisa
The association between preoperative cognitive status and surgical outcomes is a critical, yet scarcely explored area of research. Linking intraoperative data with postoperative outcomes is a promising and low-cost way of evaluating long-term impacts
Externí odkaz:
http://arxiv.org/abs/2411.00840
Autor:
Sun, Heng, Jalam, Sai Manoj, Kodali, Havish, Nerella, Subhash, Zapata, Ruben D., Gravina, Nicole, Ray, Jessica, Schmidt, Erik C., Manini, Todd Matthew, Parisa, Rashidi
Mobile health (mHealth) apps have gained popularity over the past decade for patient health monitoring, yet their potential for timely intervention is underutilized due to limited integration with electronic health records (EHR) systems. Current EHR
Externí odkaz:
http://arxiv.org/abs/2410.21507
Autor:
Contreras, Miguel, Kapoor, Sumit, Zhang, Jiaqing, Davidson, Andrea, Ren, Yuanfang, Guan, Ziyuan, Ozrazgat-Baslanti, Tezcan, Nerella, Subhash, Bihorac, Azra, Rashidi, Parisa
Delirium is an acute confusional state that has been shown to affect up to 31% of patients in the intensive care unit (ICU). Early detection of this condition could lead to more timely interventions and improved health outcomes. While artificial inte
Externí odkaz:
http://arxiv.org/abs/2410.17363
We present a comprehensive analysis of the periodic flares observed in the 6.7 GHz methanol transition in G22.356+0.066, utilizing the Maxwell-Bloch equations (MBEs) as a framework to model these phenomena. By solving the one-dimensional MBEs, we des
Externí odkaz:
http://arxiv.org/abs/2409.09209
We demonstrate that (001) grown Cd3As2 thin films with a superlattice-patterned gate can potentially realize the moir\'e Bernevig-Hughes-Zhang (BHZ) model. Our calculations identify the parameterization region necessary to achieve topological flat mi
Externí odkaz:
http://arxiv.org/abs/2409.08540
Autor:
Rashidi, Kamyar, Michail, Evripidis, Salcido-Santacruz, Bernardo, Paudel, Yamuna, Menon, Vinod M., Sfeir, Matthew Y.
Achieving precise control of photoinduced molecular charge transfer reactions underpins key emerging technologies. As such, the use of hybrid light-matter molecular exciton-polariton states has been proposed as a scheme to directly modify the efficie
Externí odkaz:
http://arxiv.org/abs/2409.02067
Inspired by the entropy-area relation of black hole thermodynamics, we study the thermodynamics of cosmological apparent horizon in a spatially flat Friedmann-Robertson-Walker (FRW) universe in the framework of an Extended Uncertainty Principle (EUP)
Externí odkaz:
http://arxiv.org/abs/2408.15604