Zobrazeno 1 - 10
of 13 910
pro vyhledávání: '"Ünsal, A."'
Multi-modal Representation Learning Enables Accurate Protein Function Prediction in Low-Data Setting
Autor:
Ünsal, Serbülent, Özdemir, Sinem, Kasap, Bünyamin, Kalaycı, M. Erşan, Turhan, Kemal, Doğan, Tunca, Acar, Aybar C.
In this study, we propose HOPER (HOlistic ProtEin Representation), a novel multimodal learning framework designed to enhance protein function prediction (PFP) in low-data settings. The challenge of predicting protein functions is compounded by the li
Externí odkaz:
http://arxiv.org/abs/2412.08649
We present the first correct-by-construction learning-based system for step-by-step mathematical integration. The key idea is to learn a policy, represented by a GPT transformer model, which guides the search for the right mathematical integration ru
Externí odkaz:
http://arxiv.org/abs/2410.02666
In this paper, we associate a new topology to a nonzero unital module $M$ over a commutative $R$, which is called Golomb topology of the $R$-module $M$. Let $M\ $be an\ $R$-module and $B_{M}$ be the family of coprime cosets $\{m+N\}$ where $m\in M$ a
Externí odkaz:
http://arxiv.org/abs/2409.09807
Autor:
Türe, Mustafa, Ünsal, Mithat
We propose a new way to perform path integrals in quantum mechanics by using a quantum version of Hamilton-Jacobi theory. In classical mechanics, Hamilton-Jacobi theory is a powerful formalism, however, its utility is not explored in quantum theory b
Externí odkaz:
http://arxiv.org/abs/2406.07829
In this paper, all rings are commutative with nonzero identity. Let M be an R-module. We introduce the concept of phi classical 1-absorbing prime submodules. A proper submodule N of M is a phi classical 1-absorbing prime submodule if whenever non uni
Externí odkaz:
http://arxiv.org/abs/2405.16332
There are two distinct regimes of Yang-Mills theory where we can demonstrate confinement, the existence of a mass gap, and fractional theta angle dependence using a reliable semi-classical calculation. The two regimes are Yang-Mills theory on $S^1 \t
Externí odkaz:
http://arxiv.org/abs/2405.13696
We present our investigations of SU($N$) adjoint QCD in two dimensions with one Majorana fermion on the lattice. We determine the relevant parameter range for the simulations with Wilson fermions and present results for Polyakov loop, chiral condensa
Externí odkaz:
http://arxiv.org/abs/2404.03801
In this article, we introduce the notion of regular fusible modules. Let $R$ be a ring with an identity and $M$ an $R$-module. An element $0\neq m\in M$ is said to be regular fusible if there exists $r\in R$, a non zero-divisor of $M$, such that $mr$
Externí odkaz:
http://arxiv.org/abs/2403.13939
Autor:
Ünsal, Ayşe, Önen, Melek
This work inspects a privacy metric based on Chernoff information, \textit{Chernoff differential privacy}, due to its significance in characterization of the optimal classifier's performance. Adversarial classification, as any other classification pr
Externí odkaz:
http://arxiv.org/abs/2403.10307
In this study, we aim to introduce the concept of classical 1-absorbing prime submodules of a nonzero unital module $M$ over a commutative ring $A$ with unity. A proper submodule $P$ of $M$ is said to be a classical 1-absorbing prime submodule, if fo
Externí odkaz:
http://arxiv.org/abs/2405.05971