Zobrazeno 1 - 10
of 883
pro vyhledávání: '"Pham, Anh P"'
Autor:
Beaulieu, Daniel, Kornjaca, Milan, Krunic, Zoran, Stivaktakis, Michael, Ehmer, Thomas, Wang, Sheng-Tao, Pham, Anh
Machine learning has been increasingly utilized in the field of biomedical research to accelerate the drug discovery process. In recent years, the emergence of quantum computing has been followed by extensive exploration of quantum machine learning a
Externí odkaz:
http://arxiv.org/abs/2412.06758
Quantum machine learning is one of the many potential applications of quantum computing, each of which is hoped to provide some novel computational advantage. However, quantum machine learning applications often fail to outperform classical approache
Externí odkaz:
http://arxiv.org/abs/2408.13109
This paper proposes a joint design of probabilistic constellation shaping (PCS) and precoding to enhance the sum-rate performance of multi-user visible light communications (VLC) broadcast channels subject to signal amplitude constraint. In the propo
Externí odkaz:
http://arxiv.org/abs/2408.02990
Autor:
Pham, Anh, Vlasic, Andrew
The study examines the efficacy of the Fire Opal error suppression and AI circuit optimization system integrated with IBM's quantum computing platform for a multi-modal distribution loading algorithm. Using Kullback-Leibler (KL) divergence as a quant
Externí odkaz:
http://arxiv.org/abs/2406.09341
Autor:
Vitz, Michael, Mohammadbagherpoor, Hamed, Sandeep, Samarth, Vlasic, Andrew, Padbury, Richard, Pham, Anh
To accelerate the process of materials design, materials science has increasingly used data driven techniques to extract information from collected data. Specially, machine learning (ML) algorithms, which span the ML discipline, have demonstrated abi
Externí odkaz:
http://arxiv.org/abs/2405.05205
Autor:
Doga, Hakan, Sahin, M. Emre, Bettencourt-Silva, Joao, Pham, Anh, Kim, Eunyoung, Andress, Alan, Saxena, Sudhir, Bose, Aritra, Parida, Laxmi, Robertus, Jan Lukas, Kawaguchi, Hideaki, Soliman, Radwa, Blankenberg, Daniel
Clinical trials are pivotal in the drug discovery process to determine the safety and efficacy of a drug candidate. The high failure rates of these trials are attributed to deficiencies in clinical model development and protocol design. Improvements
Externí odkaz:
http://arxiv.org/abs/2404.13113
Free-space optics (FSO)-based satellite communication systems have recently received considerable attention due to their enhanced capacity compared to their radio frequency (RF) counterparts. This paper analyzes the performance of physical layer secu
Externí odkaz:
http://arxiv.org/abs/2402.13554
There has been an increasing interest in physical layer security (PLS), which, compared with conventional cryptography, offers a unique approach to guaranteeing information confidentiality against eavesdroppers. In this paper, we study a joint design
Externí odkaz:
http://arxiv.org/abs/2402.13549
Autor:
Vlasic, Andrew, Pham, Anh
With the constant flow of data from vast sources over the past decades, a plethora of advanced analytical techniques have been developed to extract relevant information from different data types ranging from labeled data, quasi-labeled data, and data
Externí odkaz:
http://arxiv.org/abs/2311.09855
This paper studies energy-efficient precoding designs for multi-user visible light communication (VLC) systems from the perspective of physical layer security where users' messages must be kept mutually confidential. For such systems, we first derive
Externí odkaz:
http://arxiv.org/abs/2309.15483