Venkatram Vishwanath - Publications, H-index & Citations

Venkatram Vishwanath

Argonne National Laboratory

30H指数

218论文数

3.3K被引数

收录论文 20

发表时间

Large language models for batteries 电池领域的大语言模型

Joule

IF35.4

2025-08-20

PREAI

Wenhua Zuo; Huihuo Zheng; Tanjin He; Venkatram Vishwanath; Maria K.Y. Chan; Rick L. Stevens; Khalil Amine; Gui-Liang Xu

Adding topology and memory awareness in data aggregation algorithms

FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE

IF6.1

2024-10-01

OAAI

Tessier, Francois; Vishwanath, Venkatram; Jeannot, Emmanuel

A survey of techniques for optimizing transformer inference 变压器推理优化技术综述

JOURNAL OF SYSTEMS ARCHITECTURE

IF4.1

2023-11-01

OAAI

Chitty-Venkata, Krishna Teja; Mittal, Sparsh; Emani, Murali; Vishwanath, Venkatram; Somani, Arun K.

GenSLMs: Genome-scale language models reveal SARS-CoV-2 evolutionary dynamics

INTERNATIONAL JOURNAL OF HIGH PERFORMANCE COMPUTING APPLICATIONS

IF2.5

2023-10-27

OAAI

Zvyagin, Maxim; Brace, Alexander; Hippe, Kyle; Deng, Yuntian; Zhang, Bin; Bohorquez, Cindy Orozco; Clyde, Austin; Kale, Bharat; Perez-Rivera, Danilo; Ma, Heng; Mann, Carla M.; Irvin, Michael; Ozgulbas, Defne G.; Vassilieva, Natalia; Pauloski, James Gregory; Ward, Logan; Hayot-Sasson, Valerie; Emani, Murali; Foreman, Sam; Xie, Zhen; Lin, Diangen; Shukla, Maulik; Nie, Weili; Romero, Josh; Dallago, Christian; Vahdat, Arash; Xiao, Chaowei; Gibbs, Thomas; Foster, Ian; Davis, James J.; Papka, Michael E.; Brettin, Thomas; Stevens, Rick; Anandkumar, Anima; Vishwanath, Venkatram; Ramanathan, Arvind

Differentiable Neural Architecture, Mixed Precision and Accelerator Co-Search 可微分神经体系结构、混合精度和加速器协同搜索

IEEE ACCESS

IF3.6

2023-01-01

OAAI

Chitty-Venkata, Krishna Teja; Bian, Yiming; Emani, Murali; Vishwanath, Venkatram; Somani, Arun K.

Neural Architecture Search Benchmarks: Insights and Survey

IEEE ACCESS

IF3.6

2023-01-01

OAAI

Chitty-Venkata, Krishna Teja; Emani, Murali; Vishwanath, Venkatram; Somani, Arun K.

Intelligent resolution: Integrating Cryo-EM with AI-driven multi-resolution simulations to observe the severe acute respiratory syndrome coronavirus-2 replication-transcription machinery in action

INTERNATIONAL JOURNAL OF HIGH PERFORMANCE COMPUTING APPLICATIONS

IF2.5

2022-08-05

OAAI

Trifan, Anda; Gorgun, Defne; Salim, Michael; Li, Zongyi; Brace, Alexander; Zvyagin, Maxim; Ma, Heng; Clyde, Austin; Clark, David; Hardy, David J.; Burnley, Tom; Huang, Lei; McCalpin, John; Emani, Murali; Yoo, Hyenseung; Yin, Junqi; Tsaris, Aristeidis; Subbiah, Vishal; Raza, Tanveer; Liu, Jessica; Trebesch, Noah; Wells, Geoffrey; Mysore, Venkatesh; Gibbs, Thomas; Phillips, James; Chennubhotla, S. Chakra; Foster, Ian; Stevens, Rick; Anandkumar, Anima; Vishwanath, Venkatram; Stone, John E.; Tajkhorshid, Emad; Harris, Sarah A.; Ramanathan, Arvind

PythonFOAM: In-situ data analyses with OpenFOAM and Python PythonFOAM: 使用OpenFOAM和Python进行原位数据分析

nature computational science

IF3.7

2022-07-01

OAAI

Maulik, Romit; Fytanidis, Dimitrios K.; Lusch, Bethany; Vishwanath, Venkatram; Patel, Saumil

Neural Architecture Search for Transformers: A Survey

IEEE ACCESS

IF3.6

2022-01-01

OAAI

Chitty-Venkata, Krishna Teja; Emani, Murali; Vishwanath, Venkatram; Somani, Arun K.

A terminology for in situ visualization and analysis systems 原位可视化和分析系统的术语

INTERNATIONAL JOURNAL OF HIGH PERFORMANCE COMPUTING APPLICATIONS

IF2.5

2020-08-14

OAAI

Childs, Hank; Ahern, Sean D.; Ahrens, James; Bauer, Andrew C.; Bennett, Janine; Bethel, E. Wes; Bremer, Peer-Timo; Brugger, Eric; Cottam, Joseph; Dorier, Matthieu; Dutta, Soumya; Favre, Jean M.; Fogal, Thomas; Frey, Steffen; Garth, Christoph; Geveci, Berk; Godoy, William F.; Hansen, Charles D.; Harrison, Cyrus; Hentschel, Bernd; Insley, Joseph; Johnson, Chris R.; Klasky, Scott; Knoll, Aaron; Kress, James; Larsen, Matthew; Lofstead, Jay; Ma, Kwan-Liu; Malakar, Preeti; Meredith, Jeremy; Moreland, Kenneth; Navratil, Paul; O'Leary, Patrick; Parashar, Manish; Pascucci, Valerio; Patchett, John; Peterka, Tom; Petruzza, Steve; Podhorszki, Norbert; Pugmire, David; Rasquin, Michel; Rizzi, Silvio; Rogers, David H.; Sane, Sudhanshu; Sauer, Franz; Sisneros, Robert; Shen, Han-Wei; Usher, Will; Vickery, Rhonda; Vishwanath, Venkatram; Wald, Ingo; Wang, Ruonan; Weber, Gunther H.; Whitlock, Brad; Wolf, Matthew; Yu, Hongfeng; Ziegeler, Sean B.

A machine learning workflow for molecular analysis: application to melting points

MACHINE LEARNING-SCIENCE AND TECHNOLOGY

IF4.6

2020-06-22

OAAI

Sivaraman, Ganesh; Jackson, Nicholas E.; Sanchez-Lengeling, Benjamin; Vazquez-Mayagoitia, Alvaro; Aspuru-Guzik, Alan; Vishwanath, Venkatram; de Pablo, Juan J.

Electronic structure at coarse-grained resolutions from supervised machine learning

SCIENCE ADVANCES

IF12.5

2019-03-01

OAAI

Jackson, Nicholas E.; Bowen, Alec S.; Antony, Lucas W.; Webb, Michael A.; Vishwanath, Venkatram; de Pablo, Juan J.

Derivation of Multiple Covarying Material and Process Parameters Using Physics-Based Modeling of X-ray Data

MACROMOLECULES

IF5.2

2017-09-28

OAAI

Khaira, Gurdaman; Doxastakis, Manolis; Bowen, Alec; Ren, Jiaxing; Suh, Hyo Seon; Segal-Peretz, Tamar; Chen, Xuanxuan; Zhou, Chun; Hannon, Adam F.; Ferrier, Nicola J.; Vishwanath, Venkatram; Sunday, Daniel F.; Gronheid, Roel; Kline, R. Joseph; de Pablo, Juan J.; Nealey, Paul F.

Influence of Vapor Deposition on Structural and Charge Transport Properties of Ethylbenzene Films

ACS CENTRAL SCIENCE

IF10.4

2017-04-14

OAAI

Antony, Lucas W.; Jackson, Nicholas E.; Lyubimov, Ivan; Vishwanath, Venkatram; Ediger, Mark D.; de Pablo, Juan J.

HACC: Extreme Scaling and Performance Across Diverse Architectures

COMMUNICATIONS OF THE ACM

IF12.2

2016-12-20

PREAI

Habib, Salman; Morozov, Vitali; Frontiere, Nicholas; Finkel, Hal; Pope, Adrian; Heitmann, Katrin; Kumaran, Kalyan; Vishwanath, Venkatram; Peterka, Tom; Insley, Joe; Daniel, David; Fasel, Patricia; Lukic, Zarija

Workflow performance improvement using model-based scheduling over multiple clusters and clouds

FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE

IF6.1

2016-01-01

OAAI

Maheshwari, Ketan; Jung, Eun-Sung; Meng, Jiayuan; Morozov, Vitali; Vishwanath, Venkatram; Kettimuthu, Rajkumar

Cluster-to-cluster data transfer with data compression over wide-area networks

JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING

IF4

2015-05-01

OAAI

Jung, Eun-Sung; Kettimuthu, Rajkumar; Vishwanath, Venkatram

DIRAQ: scalable in situ data- and resource-aware indexing for optimized query performance

CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS

IF4.1

2014-03-12

PREAI

Lakshminarasimhan, Sriram; Zou, Xiaocheng; Boyuka, David A., II; Pendse, Saurabh V.; Jenkins, John; Vishwanath, Venkatram; Papka, Michael E.; Klasky, Scott; Samatova, Nagiza F.

Accelerating tropical cyclone analysis using LambdaRAM, a distributed data cache over wide-area ultra-fast networks

FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE

IF6.1

2009-02-01

PREAI

Vishwanath, Venkatrarn; Burns, Robert; Leigh, Jason; Seablom, Michael

The global lambda visualization facility: An international ultra-high-definition wide-area visualization collaboratory

FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE

IF6.1

2006-10-01

OAAI

Leigh, Jason; Renambot, Luc; Johnson, Andrew; Jeong, Byungil; Jagodic, Ratko; Schwarz, Nicholas; Svistula, Dmitry; Singh, Rajvikram; Aguilera, Julieta; Wang, Xi; Vishwanath, Venkatram; Lopez, Brenda; Sandin, Dan; Peterka, Tom; Girado, Javier; Kooima, Robert; Ge, Jinghua; Long, Lance; Verlo, Alan; DeFanti, Thomas A.; Brown, Maxine; Cox, Donna; Patterson, Robert; Dorn, Patrick; Wefel, Paul; Levy, Stuart; Talandis, Jonas; Reitzer, Joe; Prudhomme, Tom; Coffin, Tom; Davis, Brian; Wielinga, Paul; Stolk, Bram; Koo, Gee Bum; Kim, Jaeyoun; Han, Sangwoo; Kim, JongWon; Corrie, Brian; Zimmerman, Todd; Boulanger, Pierre; Garcia, Manuel

研究方向