Zobrazeno 1 - 10
of 4 587
pro vyhledávání: '"Suryanarayanan A"'
Autor:
Suryanarayanan, Sanjay, Song, Haiyue, Khan, Mohammed Safi Ur Rahman, Kunchukuttan, Anoop, Khapra, Mitesh M., Dabre, Raj
Mining parallel document pairs poses a significant challenge because existing sentence embedding models often have limited context windows, preventing them from effectively capturing document-level information. Another overlooked issue is the lack of
Externí odkaz:
http://arxiv.org/abs/2411.19096
Autor:
Shoshan, Yoel, Raboh, Moshiko, Ozery-Flato, Michal, Ratner, Vadim, Golts, Alex, Weber, Jeffrey K., Barkan, Ella, Rabinovici-Cohen, Simona, Polaczek, Sagi, Amos, Ido, Shapira, Ben, Hazan, Liam, Ninio, Matan, Ravid, Sivan, Danziger, Michael M., Morrone, Joseph A., Suryanarayanan, Parthasarathy, Rosen-Zvi, Michal, Hexter, Efrat
Drug discovery typically consists of multiple steps, including identifying a target protein key to a disease's etiology, validating that interacting with this target could prevent symptoms or cure the disease, discovering a small molecule or biologic
Externí odkaz:
http://arxiv.org/abs/2410.22367
Autor:
Suryanarayanan, Parthasarathy, Qiu, Yunguang, Sethi, Shreyans, Mahajan, Diwakar, Li, Hongyang, Yang, Yuxin, Eyigoz, Elif, Saenz, Aldo Guzman, Platt, Daniel E., Rumbell, Timothy H., Ng, Kenney, Dey, Sanjoy, Burch, Myson, Kwon, Bum Chul, Meyer, Pablo, Cheng, Feixiong, Hu, Jianying, Morrone, Joseph A.
Foundation models applied to bio-molecular space hold promise to accelerate drug discovery. Molecular representation is key to building such models. Previous works have typically focused on a single representation or view of the molecules. Here, we d
Externí odkaz:
http://arxiv.org/abs/2410.19704
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
Publikováno v:
Saudi Journal of Anaesthesia, Vol 18, Iss 4, Pp 576-579 (2024)
This case report highlights complexities in an intellectually disabled adult who ingested a chicken bone, resulting in a rare complication—superior thyroid artery injury. Presentation, diagnostic challenges, and a multidisciplinary approach are det
Externí odkaz:
https://doaj.org/article/287ca6fffbc84842b258db31ad43ef2b
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:
Shahul Hameed P, Harish Kotakonda, Sreevalli Sharma, Radha Nandishaiah, Nainesh Katagihallimath, Ranga Rao, Claire Sadler, Ian Slater, Michael Morton, Abhijeeth Chandrasekaran, Ed Griffen, Dhanashree Pillai, Sambasiva Reddy, Nagakumar Bharatham, Suryanarayanan Venkatesan, Venugopal Jonnalagadda, Ramesh Jayaraman, Mahesh Nanjundappa, Maitrayee Sharma, Savitha Raveendran, Sreenath Rajagopal, Harikrishna Tumma, Amy Watters, Holly Becker, Jill Lindley, Robert Flamm, Michael Huband, Dan Sahm, Meredith Hackel, Tarun Mathur, Ruwanthi Kolamunnage-Dona, Jennifer Unsworth, Laura Mcentee, Nikki Farrington, Dhanasekaran Manickam, Narayana Chandrashekara, Sivakandan Jayachandiran, Hrushikesava Reddy, Sathya Shanker, Vijay Richard, Teby Thomas, Savitha Nagaraj, Santanu Datta, Vasan Sambandamurthy, Vasanthi Ramachandran, Robert Clay, John Tomayko, Shampa Das, Balasubramanian V
Publikováno v:
Nature Communications, Vol 15, Iss 1, Pp 1-20 (2024)
Abstract The global crisis of antimicrobial resistance (AMR) necessitates the development of broad-spectrum antibacterial drugs effective against multi-drug resistant (MDR) pathogens. BWC0977, a Novel Bacterial Topoisomerase Inhibitor (NBTI) selectiv
Externí odkaz:
https://doaj.org/article/225808750cc14951b6c238bab08ada77