Lavanya Ramakrishnan - Publications, H-index & Citations

Lavanya Ramakrishnan

united states department of energy (doe)

27H指数

167论文数

3.0K被引数

收录论文 15

发表时间

Denoising Autoencoder for Reconstructing Sensor Observation Data and Predicting Evapotranspiration: Noisy and Missing Values Repair and Uncertainty Quantification 去噪自编码器用于重构传感器观测数据及预测蒸散量：噪声与缺失值修复及不确定性量化

WATER RESOURCES RESEARCH

IF5

2025-09-30

OAAI

Johnsen, Timothy K.; Bi, Xiangyu; Chou, Chunwei; Varadharajan, Charuleka; Wu, Yuxin; Skone, Jonathan; Ramakrishnan, Lavanya

Automated annotation of scientific texts for ML-based keyphrase extraction and validation

DATABASE-THE JOURNAL OF BIOLOGICAL DATABASES AND CURATION

IF3.6

2024-09-27

OAAI

Amusat, Oluwamayowa O.; Hegde, Harshad; Mungall, Christopher J.; Giannakou, Anna; Byers, Neil P.; Gunter, Dan; Fagnan, Kjiersten; Ramakrishnan, Lavanya

SCIPIS: Scalable and concurrent persistent indexing and search in high-end computing systems

JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING

IF4

2024-07-01

PREAI

Orhean, Alexandru Iulian; Giannakou, Anna; Ramakrishnan, Lavanya; Chard, Kyle; Glavic, Boris; Raicu, Ioan

Perspectives for self-driving labs in synthetic biology

CURRENT OPINION IN BIOTECHNOLOGY

IF7

2023-02-01

OAAI

Martin, Hector G.; Radivojevic, Tijana; Zucker, Jeremy; Bouchard, Kristofer; Sustarich, Jess; Peisert, Sean; Arnold, Dan; Hillson, Nathan; Babnigg, Gyorgy; Marti, Jose M.; Mungall, Christopher J.; Beckham, Gregg; Waldburger, Lucas; Carothers, James; Sundaram, ShivShankar; Agarwal, Deb; Simmons, Blake A.; Backman, Tyler; Banerjee, Deepanwita; Tanjore, Deepti; Ramakrishnan, Lavanya; Singh, Anup

Balancing the needs of consumers and producers for scientific data collections

ECOLOGICAL INFORMATICS

IF7.3

2021-05-01

OAAI

Agarwal, Deborah A.; Damerow, Joan; Varadharajan, Charuleka; Christianson, Danielle S.; Pastorello, Gilberto Z.; Cheah, You-Wei; Ramakrishnan, Lavanya

Performance characterization of scientific workflows for the optimal use of Burst Buffers 最佳使用突发缓冲区的科学工作流程的性能表征

FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE

IF6.1

2020-09-01

OAAI

Daley, C. S.; Ghoshal, D.; Lockwood, G. K.; Dosanjh, S.; Ramakrishnan, L.; Wright, N. J.

Towards understanding HPC users and systems: A NERSC case study 理解HPC用户和系统: NERSC案例研究

JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING

IF4

2018-01-01

OAAI

Rodrigo, Gonzalo P.; Ostberg, P. -O.; Elmroth, Erik; Antypas, Katie; Gerber, Richard; Ramakrishnan, Lavanya

The future of scientific workflows

INTERNATIONAL JOURNAL OF HIGH PERFORMANCE COMPUTING APPLICATIONS

IF2.5

2017-04-26

118

OAAI

Deelman, Ewa; Peterka, Tom; Altintas, Ilkay; Carothers, Christopher D.; van Dam, Kerstin Kleese; Moreland, Kenneth; Parashar, Manish; Ramakrishnan, Lavanya; Taufer, Michela; Vetter, Jeffrey

Processing Cassandra Datasets with Hadoop-Streaming Based Approaches

IEEE TRANSACTIONS ON SERVICES COMPUTING

IF5.8

2016-01-01

PREAI

Dede, E.; Sendir, B.; Kuzlu, P.; Weachock, J.; Govindaraju, M.; Ramakrishnan, L.

Performance and energy efficiency of big data applications in cloud environments: A Hadoop case study

JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING

IF4

2015-05-01

OAAI

Feller, Eugen; Ramakrishnan, Lavanya; Morin, Christine