Zobrazeno 1 - 10
of 7 500
pro vyhledávání: '"Babu K"'
Publikováno v:
E3S Web of Conferences, Vol 540, p 13001 (2024)
This project focuses on automating the credit card application assessment process using advanced machine learning techniques, including Random Forest, Gradient Boosting, SVMs, Logistic Regression, Regularization Methods, and Hyperparameter Tuning. Th
Externí odkaz:
https://doaj.org/article/94e032493a53427d8663408ae9fea848
Autor:
Babu, K. S., Kaladharan, Ajay
Left-right symmetric models which employ a generalized seesaw mechanism to generate quark and charged lepton masses are known to solve the strong CP problem via parity symmetry, without the need for the axion. These models lead to naturally light Dir
Externí odkaz:
http://arxiv.org/abs/2410.24125
Autor:
Gupta, Anurag, Ganguly, Debojyoti, Raman, Mini, Babu, K. N., Ali, Syed Moosa, Tripathi, Saurabh
In ocean colour remote sensing, radiance at the sensor level can be modeled using molecular scattering and particle scattering based on existing mathematical models and gaseous absorption in the atmosphere. The modulation of light field by optical co
Externí odkaz:
http://arxiv.org/abs/2410.22833
Autor:
Babu, K. Victor Sam Moses, Dwivedi, Divyanshi, Valdes, Marcelo Esteban, Chakraborty, Pratyush, Panigrahi, Prasanta Kumar, Pal, Mayukha
Arcing faults in low voltage (LV) distribution systems associated with arc-flash risk and potentially significant equipment damage are notoriously difficult to detect under some conditions. Especially so when attempting to detect using sensing at the
Externí odkaz:
http://arxiv.org/abs/2410.10151
Invisible axion models that solve the strong CP problem via the Peccei-Quinn (PQ) mechanism typically have a quality problem that arises from quantum gravity effects which violate all global symmetries. These models therefore require extreme fine-tun
Externí odkaz:
http://arxiv.org/abs/2410.07323
We propose a class of dark matter models based on a chiral $U(1)$ gauge symmetry acting on a dark sector. The chiral $U(1)$ protects the masses of the dark sector fermions, and also guarantees the stability of the dark matter particle by virtue of an
Externí odkaz:
http://arxiv.org/abs/2409.09008
In prior studies, a very minimal Yukawa sector within the $SO(10)$ Grand Unified Theory framework has been identified, comprising of Higgs fields belonging to a real $10_H$, a real $120_H$, and a $\overline{126}_H$ dimensional representations. In thi
Externí odkaz:
http://arxiv.org/abs/2409.03840
We propose a non-supersymmetric $\mathrm{E}_{6}$ GUT with the scalar sector consisting of $\mathbf{650}\oplus \mathbf{351'} \oplus \mathbf{27}$. Making use of the first representation for the initial symmetry breaking to an intermediate stage, and th
Externí odkaz:
http://arxiv.org/abs/2403.20278
Autor:
Krishna, G Hari, Babu, K. Victor Sam Moses, Dwivedi, Divyanshi, Chakraborty, Pratyush, Yemula, Pradeep Kumar, Pal, Mayukha
The rapid increase in Electric Vehicle (EV) adoption provides a promising solution for reducing carbon emissions and fossil fuel dependency in transportation systems. However, the increasing numbers of EVs pose significant challenges to the electrica
Externí odkaz:
http://arxiv.org/abs/2401.01597
Theories in which the dark matter (DM) candidate is a fermion transforming chirally under a gauge symmetry are attractive, as the gauge symmetry would protect the DM mass. In such theories, the universe would have undergone a phase transition at earl
Externí odkaz:
http://arxiv.org/abs/2312.17203