Zobrazeno 1 - 10
of 6 929
pro vyhledávání: '"Balasubramaniam, P."'
Recent advances in machine learning (ML) have spotlighted the pressing need for computing architectures that bridge the gap between memory bandwidth and processing power. The advent of deep neural networks has pushed traditional Von Neumann architect
Externí odkaz:
http://arxiv.org/abs/2407.08205
Autor:
Dikbayir, Doga, Alsnayyan, Abdel, Boddeti, Vishnu Naresh, Shanker, Balasubramaniam, Aktulga, Hasan Metin
The inverse scattering problem is of critical importance in a number of fields, including medical imaging, sonar, sensing, non-destructive evaluation, and several others. The problem of interest can vary from detecting the shape to the constitutive p
Externí odkaz:
http://arxiv.org/abs/2407.09525
Autor:
Wedage, Lasantha Thakshila, Vuran, Mehmet Can, Butler, Bernard, Koucheryavy, Yevgeni, Balasubramaniam, Sasitharan
This work opens a new chapter in the 100,000 year-old concept of paint, by leveraging innovations in nano-technology in the sub-THz frequency range. More specifically, the groundbreaking concept of Internet of Paint (IoP) is introduced along with a c
Externí odkaz:
http://arxiv.org/abs/2405.02436
Autor:
Somathilaka, Samitha, Ratwatte, Adrian, Balasubramaniam, Sasitharan, Vuran, Mehmet Can, Srisa-an, Witawas, Liò, Pietro
In our earlier work, we introduced the concept of Gene Regulatory Neural Network (GRNN), which utilizes natural neural network-like structures inherent in biological cells to perform computing tasks using chemical inputs. We define this form of chemi
Externí odkaz:
http://arxiv.org/abs/2403.08549
Autor:
Kong, Kezhi, Zhang, Jiani, Shen, Zhengyuan, Srinivasan, Balasubramaniam, Lei, Chuan, Faloutsos, Christos, Rangwala, Huzefa, Karypis, George
Large Language Models (LLMs) trained on large volumes of data excel at various natural language tasks, but they cannot handle tasks requiring knowledge that has not been trained on previously. One solution is to use a retriever that fetches relevant
Externí odkaz:
http://arxiv.org/abs/2402.14361
Autor:
Bronzini, E., Migliori, G., Vignali, C., Sobolewska, M., Stawarz, Ł., Siemiginowska, A., Orienti, M., D'Ammando, F., Giroletti, M., Principe, G., Balasubramaniam, K.
Compact Symmetric Objects (CSOs) are thought to represent the first step in the evolutionary path of radio galaxies. In this work, we investigate the X-ray emission of two CSOs confirmed to emit at GeV energies: PKS 1718-649 and TXS 1146+596. Unveili
Externí odkaz:
http://arxiv.org/abs/2401.16479
Communication with the goal of accurately conveying meaning, rather than accurately transmitting symbols, has become an area of growing interest. This paradigm, termed semantic communication, typically leverages modern developments in artificial inte
Externí odkaz:
http://arxiv.org/abs/2401.16569
We propose GrainGNN, a surrogate model for the evolution of polycrystalline grain structure under rapid solidification conditions in metal additive manufacturing. High fidelity simulations of solidification microstructures are typically performed usi
Externí odkaz:
http://arxiv.org/abs/2401.03661
This study investigates the interfacial characteristics relevant to photovoltaic (PV) devices of the Group--V elemental 2D layers with Si. The surface passivation and carrier selectivity of the interface between $\alpha$ and $\beta$ allotropes of ars
Externí odkaz:
http://arxiv.org/abs/2401.02648
Autor:
Behera, Gurudayal, Nair, Surabhi Suresh, Singh, Nirpendra, Balasubramaniam, K. R., Alam, Aftab
We report a comprehensive first-principles study of the relative stability of the various possible crystal structures, and the electronic and optical properties of ternary alkali metal chalcogenides ACuX (A= Na/K and X= S/Se/Te) compounds through den
Externí odkaz:
http://arxiv.org/abs/2312.16063