Zobrazeno 1 - 10
of 1 435
pro vyhledávání: '"Suryanarayanan P"'
We study spontaneous deformations of a ribbon made of nematic polymer networks and activated under the action of a mechanical load. We show that when such ribbons are activated appropriately, the deformations produced can pull back and perform work a
Externí odkaz:
http://arxiv.org/abs/2408.07502
Neural networks (NNs) hold great promise for advancing inverse design via topology optimization (TO), yet misconceptions about their application persist. This article focuses on neural topology optimization (neural TO), which leverages NNs to reparam
Externí odkaz:
http://arxiv.org/abs/2407.13954
Autor:
Xu, Jinglue, Li, Jialong, Liu, Zhen, Suryanarayanan, Nagar Anthel Venkatesh, Zhou, Guoyuan, Guo, Jia, Iba, Hitoshi, Tei, Kenji
Recently, program synthesis driven by large language models (LLMs) has become increasingly popular. However, program synthesis for machine learning (ML) tasks still poses significant challenges. This paper explores a novel form of program synthesis,
Externí odkaz:
http://arxiv.org/abs/2405.03727
With the emergence of Transformer architectures and their powerful understanding of textual data, a new horizon has opened up to predict the molecular properties based on text description. While SMILES are the most common form of representation, they
Externí odkaz:
http://arxiv.org/abs/2310.03030
Autor:
Sonmez, Rabia, Handler, Robert A., Kelly, Ryan, Goldstein, David B., Suryanarayanan, Saikishan
It is shown that laminar vortex rings can be generated by impulsive body forces having particular spatial and temporal characteristics. The method produces vortex rings in a fluid initially at rest, and once generated, the flow field automatically sa
Externí odkaz:
http://arxiv.org/abs/2304.02425
Autor:
Hifzur Rahman, Prashant Vikram, Yulan Hu, Sugandha Asthana, Abhinav Tanaji, Padmaktshni Suryanarayanan, Chris Quadros, Lovely Mehta, Mohammed Shahid, Anestis Gkanogiannis, Sumitha Thushar, Salma Balazadeh, Bernd Mueller-Roeber, Luis Augusto Becerra Lopez-Lavalle, Tong Wei, Rakesh Kumar Singh
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-14 (2024)
Abstract Quinoa (Chenopodium quinoa Willd.), an Andean crop, is a facultative halophyte food crop recognized globally for its high nutritional value and plasticity to adapt to harsh conditions. We conducted a genome-wide association study on a divers
Externí odkaz:
https://doaj.org/article/541b84215b0e442dac1151523ba68839
Publikováno v:
ApJ 969 110 (2024)
We analyze features of the Fe K spectrum of the high-mass X-ray binary Cygnus X-3. The spectrum was obtained with the Chandra High Energy Transmission Grating Spectrometer in the third diffraction order. The increased energy resolution of the third o
Externí odkaz:
http://arxiv.org/abs/2212.04165
Publikováno v:
Carbon Trends, Vol 16, Iss , Pp 100393- (2024)
One of the most important concerns around the world nowadays is the drinking water quality. Silver ions (Ag+) are one of the heavy metal ions that can seriously degrade the water quality and therefore, the human health. Hence, the World Health Organi
Externí odkaz:
https://doaj.org/article/c1f096fa2502409fbfa5ed9a8a350ade
Publikováno v:
Frontiers in Transplantation, Vol 3 (2024)
Significant progress has been made in kidney transplantation, with 1-year graft survival nearing 95%. However, long-term allograft survival remains suboptimal, with a 10-year overall graft survival rate of only 53.6% for deceased donor transplant rec
Externí odkaz:
https://doaj.org/article/690f9a90c6d44ab1be8d55e38a5672ae
Publikováno v:
Brain Multiphysics, Vol 6, Iss , Pp 100090- (2024)
Understanding the correlation between pathological changes and the type of brain injury is pivotal in mitigating the damage and planning reliable and improved treatment strategies. Swift identification of the underlying mechanisms behind brain injury
Externí odkaz:
https://doaj.org/article/bf94b33866744ec8a6e6fc030c28a9e8