Zobrazeno 1 - 10
of 11 519
pro vyhledávání: '"Ayana AS"'
Autor:
Ayana Asrat Duressa, Tolera Abdissa Feyissa, Nasir Gebi Tukura, Beekan Gurmessa Gudeta, Gadefa Fekadu Gechelu, Takele Sambeto Bibi
Publikováno v:
Results in Engineering, Vol 21, Iss , Pp 101712- (2024)
The current worldwide effects of soil erosion are a result of natural and human activities, and it had serious consequences on ecosystems, agriculture, and water quality in the watershed. As a result, quantifying the physical characteristics of a wat
Externí odkaz:
https://doaj.org/article/6739cee4dca94f188c4ab0fe51113987
While machine learning (ML) models are becoming mainstream, especially in sensitive application areas, the risk of data leakage has become a growing concern. Attacks like membership inference (MIA) have shown that trained models can reveal sensitive
Externí odkaz:
http://arxiv.org/abs/2411.06613
We introduce fermionic machine learning (FermiML), a machine learning framework based on fermionic quantum computation. FermiML models are expressed in terms of parameterized matchgate circuits, a restricted class of quantum circuits that map exactly
Externí odkaz:
http://arxiv.org/abs/2404.19032
Autor:
Fox, Zachary R., Ghosh, Ayana
Predicting and enhancing inherent properties based on molecular structures is paramount to design tasks in medicine, materials science, and environmental management. Most of the current machine learning and deep learning approaches have become standa
Externí odkaz:
http://arxiv.org/abs/2404.04224
Exploring molecular spaces is crucial for advancing our understanding of chemical properties and reactions, leading to groundbreaking innovations in materials science, medicine, and energy. This paper explores an approach for active learning in molec
Externí odkaz:
http://arxiv.org/abs/2403.01234
Autor:
Niwa, Ayana, Iso, Hayate
We introduce AmbigNLG, a novel task designed to tackle the challenge of task ambiguity in instructions for Natural Language Generation (NLG). Ambiguous instructions often impede the performance of Large Language Models (LLMs), especially in complex N
Externí odkaz:
http://arxiv.org/abs/2402.17717
Autor:
Adilova, Ayana, Shamoi, Pakizar
Interior design is all about creating spaces that look and feel good. However, the subjective nature of aesthetic preferences presents a significant challenge in defining and quantifying what makes an interior design visually appealing. The current p
Externí odkaz:
http://arxiv.org/abs/2401.17710
Publikováno v:
PLoS ONE, Vol 14, Iss 8, p e0219346 (2019)
Bitcoin is the earliest cryptocurrency and among the most successful ones to date. Recently, its dynamical evolution has attracted the attention of the research community due to its completeness and richness in historical records. In this paper, we f
Externí odkaz:
https://doaj.org/article/71ae986233344c3dab89bf94057c293b
Publikováno v:
Physica A (2024) 129798
Switching interacting particle systems studied in probability theory are the stochastic processes of hopping particles on a lattice made up of slow and fast particles, where the switching between these types of particles occurs randomly at a given tr
Externí odkaz:
http://arxiv.org/abs/2311.01946
In this paper we prove the existence and regularity of weak solutions for the following system \begin{align*} \begin{cases} -\mbox{div}(M(x)\nabla u) + g(x,u,v) = f \ \ \mbox{in} \ \ \Omega\\ -\mbox{div}(M(x)\nabla v) = h(x,u,v) \ \ \mbox{in} \ \ \Om
Externí odkaz:
http://arxiv.org/abs/2310.10194