Zobrazeno 1 - 10
of 2 642
pro vyhledávání: '"P. Pavani"'
Autor:
K. Dhananjay Rao, A. Ramakrishna, M. Ramesh, Pallanti Koushik, Subhojit Dawn, P. Pavani, Taha Selim Ustun, Umit Cali
Publikováno v:
IEEE Access, Vol 12, Pp 127259-127271 (2024)
In recent years, battery degradation has become a critical concern in various industries, including electric vehicles, renewable energy systems, and portable electronics. To address this issue, data-driven techniques have emerged as a promising appro
Externí odkaz:
https://doaj.org/article/73ed1811bd04432498f49e7fc8ccf218
Music source separation (MSS) is a task that involves isolating individual sound sources, or stems, from mixed audio signals. This paper presents an ensemble approach to MSS, combining several state-of-the-art architectures to achieve superior separa
Externí odkaz:
http://arxiv.org/abs/2410.20773
Autor:
Abdelli, Khouloud, Pavani, Henrique, Dorize, Christian, Guerrier, Sterenn, Mardoyan, Haik, Layec, Patricia, Renaudier, Jeremie
We demonstrate mechanical threats classification including jackhammers and excavators, leveraging wavelet transform of MIMO-DFS output data across a 57-km operational network link. Our machine learning framework incorporates transfer learning and sho
Externí odkaz:
http://arxiv.org/abs/2409.03667
Lyrics play a crucial role in affecting and reinforcing emotional states by providing meaning and emotional connotations that interact with the acoustic properties of the music. Specific lyrical themes and emotions may intensify existing negative sta
Externí odkaz:
http://arxiv.org/abs/2408.15575
Publikováno v:
E3S Web of Conferences, Vol 430, p 01067 (2023)
The decoding of the human genome has been a landmark achievement in the field of genomics, generating vast amounts of DNA sequencing data that necessitate sophisticated analysis techniques. In recent years, machine learning has emerged as a powerful
Externí odkaz:
https://doaj.org/article/8c9e40e82652446d853516aded8533bf
Autor:
Nweye, Kingsley, Kaspar, Kathryn, Buscemi, Giacomo, Fonseca, Tiago, Pinto, Giuseppe, Ghose, Dipanjan, Duddukuru, Satvik, Pratapa, Pavani, Li, Han, Mohammadi, Javad, Ferreira, Luis Lino, Hong, Tianzhen, Ouf, Mohamed, Capozzoli, Alfonso, Nagy, Zoltan
As more distributed energy resources become part of the demand-side infrastructure, it is important to quantify the energy flexibility they provide on a community scale, particularly to understand the impact of geographic, climatic, and occupant beha
Externí odkaz:
http://arxiv.org/abs/2405.03848
Autor:
Horn, Connor P, Wicker, Christina, Wellisz, Antoni, Zeledon, Cyrus, Nittala, Pavani Vamsi Krishna, Heremans, F Joseph, Awschalom, David D, Guha, Supratik
Publikováno v:
ACS Nano, 18, 31381-31389 (2024)
We detail several scientific and engineering innovations which enable the controlled spalling of 10 - 50 micron thick films of single crystal 4H silicon carbide (4H-SiC) from bulk substrates. 4H-SiC's properties, including high thermal conductivity a
Externí odkaz:
http://arxiv.org/abs/2404.19716
Autor:
Mujadia, Vandan, Urlana, Ashok, Bhaskar, Yash, Pavani, Penumalla Aditya, Shravya, Kukkapalli, Krishnamurthy, Parameswari, Sharma, Dipti Misra
Generative Large Language Models (LLMs) have achieved remarkable advancements in various NLP tasks. In this work, our aim is to explore the multilingual capabilities of large language models by using machine translation as a task involving English an
Externí odkaz:
http://arxiv.org/abs/2311.09216
Autor:
Liang, Mingyu, Fu, Wenyin, Feng, Louis, Lin, Zhongyi, Panakanti, Pavani, Zheng, Shengbao, Sridharan, Srinivas, Delimitrou, Christina
Building large AI fleets to support the rapidly growing DL workloads is an active research topic for modern cloud providers. Generating accurate benchmarks plays an essential role in designing the fast-paced software and hardware solutions in this sp
Externí odkaz:
http://arxiv.org/abs/2301.04122
Autor:
Fernandes, Amanda, Carrión, Miguel, Domínguez, Ruth, Ramos, Rodrigo, Pavani, Ahda, Oliveira, Werbeston
The insertion of renewable sources in power systems may cause a decrease in the system's equivalent inertia, which result in the instability of the power system. On the other hand, energy storage systems have proven to be an effective tool to increas
Externí odkaz:
http://arxiv.org/abs/2207.09330