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pro vyhledávání: '"A. Ananya"'
The width of the magnetic hysteresis loop is often correlated with the material's magnetocrystalline anisotropy constant $\kappa_1$. Traditionally, a common approach to reduce the hysteresis width has been to develop alloys with $\kappa_1$ as close t
Externí odkaz:
http://arxiv.org/abs/2411.12875
Phagocytosis is the process by which cells, which are 5 to 10 times larger than the particle size, engulf particles, holding substantial importance in various biological contexts ranging from the nutrient uptake of unicellular organisms to immune sys
Externí odkaz:
http://arxiv.org/abs/2411.12466
We present a novel technique using Fourier series and Laguerre polynomials to represent morphological features of disc galaxies. To demonstrate the utility of this technique, we study the evolution of asymmetry in a sample of disc galaxies drawn from
Externí odkaz:
http://arxiv.org/abs/2411.11972
Autor:
Unnikrishnan, Ananya
Reinforcement learning (RL) has emerged as a transformative approach for financial trading, enabling dynamic strategy optimization in complex markets. This study explores the integration of sentiment analysis, derived from large language models (LLMs
Externí odkaz:
http://arxiv.org/abs/2411.11059
Recent advances in quadrupedal locomotion have focused on improving stability and performance across diverse environments. However, existing methods often lack adequate safety analysis and struggle to adapt to varying payloads and complex terrains, t
Externí odkaz:
http://arxiv.org/abs/2411.03481
Traditional approaches to motion modeling for skid-steer robots struggle with capturing nonlinear tire-terrain dynamics, especially during high-speed maneuvers. In this paper, we tackle such nonlinearities by enhancing a dynamic unicycle model with G
Externí odkaz:
http://arxiv.org/abs/2411.03289
Autor:
Tadepalli, Ananya
Modern web traffic relies on 2048-bit RSA encryption to secure our data in transit. Rapid advances in Quantum Computing pose a grave challenge by allowing hackers to break this encryption in hours. In August of 2024, the National Institute of Standar
Externí odkaz:
http://arxiv.org/abs/2411.05024
Autor:
Akbar, Sahil Ali, Verma, Ananya
Noise, an unwanted component in an image, can be the reason for the degradation of Image at the time of transmission or capturing. Noise reduction from images is still a challenging task. Digital Image Processing is a component of Digital signal proc
Externí odkaz:
http://arxiv.org/abs/2410.21946
Large Language Models (LLMs) offer a lucrative promise for scalable content moderation, including hate speech detection. However, they are also known to be brittle and biased against marginalised communities and dialects. This requires their applicat
Externí odkaz:
http://arxiv.org/abs/2410.20490
Autor:
Bhattacharjee, Ananya, Suh, Jina, Ershadi, Mahsa, Iqbal, Shamsi T., Wilson, Andrew D., Hernandez, Javier
Communication traits in text-based human-AI conversations play pivotal roles in shaping user experiences and perceptions of systems. With the advancement of large language models (LLMs), it is now feasible to analyze these traits at a more granular l
Externí odkaz:
http://arxiv.org/abs/2410.20468