Zobrazeno 1 - 10
of 20 496
pro vyhledávání: '"Biswal AS"'
This paper investigates the use of transformer architectures to approximate the mean-field dynamics of interacting particle systems exhibiting collective behavior. Such systems are fundamental in modeling phenomena across physics, biology, and engine
Externí odkaz:
http://arxiv.org/abs/2410.16295
Magnetic colloids can be driven with time-varying fields to form clusters and voids that re-organize over vastly different timescales. However, the driving force behind these non-equilibrium dynamics is not well-understood. Here, we introduce a topol
Externí odkaz:
http://arxiv.org/abs/2409.15068
The production cross sections of $h_c$ and $h_b$, the ${}^1P_1$ quarkonia can be predicted in Non-Relativistic Quantum Chromodynamics (NRQCD) using heavy quark symmetry. Our study includes predictions for both the integrated cross-section and the tra
Externí odkaz:
http://arxiv.org/abs/2408.14133
Autor:
Biswal, Asim, Patel, Liana, Jha, Siddarth, Kamsetty, Amog, Liu, Shu, Gonzalez, Joseph E., Guestrin, Carlos, Zaharia, Matei
AI systems that serve natural language questions over databases promise to unlock tremendous value. Such systems would allow users to leverage the powerful reasoning and knowledge capabilities of language models (LMs) alongside the scalable computati
Externí odkaz:
http://arxiv.org/abs/2408.14717
Autor:
Biswal, Shreeyesh, Korsós, Marianna B., Georgoulis, Manolis K., Nindos, Alexander, Patsourakos, Spiros, Erdélyi, Robertus
The R-value is a measure of the strength of photospheric magnetic Polarity Inversion Lines (PILs) in Active Regions (ARs). This work investigates the possibility of a relation between R-value variations and the occurrence of X-class flares in ARs, no
Externí odkaz:
http://arxiv.org/abs/2408.04018
Mitigation of fine hydrophobic liquid aerosols by polydispersed uncharged and charged water droplets
One of the harmful contaminants in the atmosphere, which negatively affects the well-being of both humans and animals, is the suspended respirable particles. The most difficult aspect of the study is now removing these fine respirable particles from
Externí odkaz:
http://arxiv.org/abs/2406.19122
An electric field applied to a droplet impinging on a hydrophobic surface has an extensive variety of applications, including ant-icing, heat transfer enhancement, self-cleaning, droplet manipulation, and electrostatic spraying. The present study dem
Externí odkaz:
http://arxiv.org/abs/2406.10994
We demonstrate the formation of orbital and spin Hall effects (OHE/SHE) in the 1T phase of non-magnetic transition metal dichalcogenides. With the aid of density functional theory calculations and model Hamiltonian studies on MX$_2$ (M = Pt, Pd and X
Externí odkaz:
http://arxiv.org/abs/2405.11892
The rapid integration of Large Language Models (LLMs) across diverse sectors has marked a transformative era, showcasing remarkable capabilities in text generation and problem-solving tasks. However, this technological advancement is accompanied by s
Externí odkaz:
http://arxiv.org/abs/2403.13309
Autor:
Liu, Shu, Biswal, Asim, Cheng, Audrey, Mo, Xiangxi, Cao, Shiyi, Gonzalez, Joseph E., Stoica, Ion, Zaharia, Matei
Analytical database providers (e.g., Redshift, Databricks, BigQuery) have rapidly added support for invoking Large Language Models (LLMs) through native user-defined functions (UDFs) to help users perform natural language tasks, such as classificatio
Externí odkaz:
http://arxiv.org/abs/2403.05821