Ravi S. Nanjundiah

Publication Activity (10 Years)

Years Active: 1998-2023
Publications (10 Years): 13

Top Topics

Linear Discriminant

Computational Models

Top Venues

Earth Sci. Informatics

Publications

Bipin Kumar, Kaustubh Atey, Bhupendra Bahadur Singh, Rajib Chattopadhyay, Nachiketa Acharya, Manmeet Singh, Ravi S. Nanjundiah, A. Suryachandra Rao
On the modern deep learning approaches for precipitation downscaling. Earth Sci. Informatics 16 (2) (2023)
Bipin Kumar, Kaustubh Atey, Bhupendra Bahadur Singh, Rajib Chattopadhyay, Nachiketa Acharya, Manmeet Singh, Ravi S. Nanjundiah, A. Suryachandra Rao
On the modern deep learning approaches for precipitation downscaling. CoRR (2022)
Manmeet Singh, Bipin Kumar, Dev Niyogi, A. Suryachandra Rao, Sukhpal Singh Gill, Rajib Chattopadhyay, Ravi S. Nanjundiah
Deep learning for improved global precipitation in numerical weather prediction systems. CoRR (2021)
Manmeet Singh, Bipin Kumar, Rajib Chattopadhyay, K. Amarjyothi, Anup K. Sutar, Sukanta Roy, A. Suryachandra Rao, Ravi S. Nanjundiah
Machine learning for Earth System Science (ESS): A survey, status and future directions for South Asia. CoRR (2021)
Bipin Kumar, Matt Rehme, Neethi Suresh, Nihanth Cherukuru, Stanislaw Jaroszynski, Samual Li, Scott Pearse, Tim Scheitlin, A. Suryachandra Rao, Ravi S. Nanjundiah
Optimization of DNS code and visualization of entrainment and mixing phenomena at cloud edges. Parallel Comput. 107 (2021)
Moumita Saha, Ravi S. Nanjundiah, Claire Monteleoni
CNN-Based Forecasting of Intraseasonal Mean and Active/Break Spells for Indian Summer Monsoon. CI (2020)
Saicharan Viswanath, Moumita Saha, Pabitra Mitra, Ravi S. Nanjundiah
Deep Learning Based LSTM and SeqToSeq Models to Detect Monsoon Spells of India. ICCS (2) (2019)
Moumita Saha, Pabitra Mitra, Ravi S. Nanjundiah
Prediction of Active and Break Spells of Indian Summer Monsoon Using Linear Discriminant Analysis. ICAPR (2017)
Srinivasan Ramesh, Sathish Vadhiyar, Ravi S. Nanjundiah, P. N. Vinayachandran
Deep and Shallow Convections in Atmosphere Models on Intel® Xeon Phi™ Coprocessor Systems. HPCC/SmartCity/DSS (2017)
Amlesh Kashyap, Sathish S. Vadhiyar, Ravi S. Nanjundiah, P. N. Vinayachandran
Xeon Phi™ coprocessor systems for high performance of long wave radiation calculations in atmosphere models. J. Parallel Distributed Comput. 102 (2017)
Srinivasan Ramesh, Sathish Vadhiyar, Ravi S. Nanjundiah, P. N. Vinayachandran
Deep and Shallow convections in Atmosphere Models on Intel Xeon Phi Coprocessor Systems. CoRR (2017)
T. M. Aketh, Sathish Vadhiyar, P. N. Vinayachandran, Ravi S. Nanjundiah
High Performance Horizontal Diffusion Calculations in Ocean Models on Intel® Xeon Phi™ Coprocessor Systems. HiPC (2016)
Moumita Saha, Pabitra Mitra, Ravi S. Nanjundiah
Predictor Discovery for Early-late Indian Summer Monsoon Using Stacked Autoencoder. ICCS (2016)
Preeti Malakar, Vijay Natarajan, Sathish S. Vadhiyar, Ravi S. Nanjundiah
A Diffusion-Based Processor Reallocation Strategy for Tracking Multiple Dynamically Varying Weather Phenomena. ICPP (2013)
Sai Kiran Korwar, Sathish S. Vadhiyar, Ravi S. Nanjundiah
GPU-enabled efficient executions of radiation calculations in climate modeling. HiPC (2013)
Harish Doraiswamy, Vijay Natarajan, Ravi S. Nanjundiah
An Exploration Framework to Identify and Track Movement of Cloud Systems. IEEE Trans. Vis. Comput. Graph. 19 (12) (2013)
S. Janakiraman, Ravi S. Nanjundiah, A. S. Vasudeva Murthy
A novel variable resolution global spectral method on the sphere. J. Comput. Phys. 231 (7) (2012)
Sivagama Sundari Murugavel, Sathish S. Vadhiyar, Ravi S. Nanjundiah
Large improvements in application throughput of long-running multi-component applications using batch grids. Concurr. Comput. Pract. Exp. 24 (15) (2012)
Suthambhara Nagaraj, Vijay Natarajan, Ravi S. Nanjundiah
A Gradient-Based Comparison Measure for Visual analysis of Multifield Data. Comput. Graph. Forum 30 (3) (2011)
Sivagama Sundari Murugavel, Sathish S. Vadhiyar, Ravi S. Nanjundiah
Adaptive Executions of Multi-Physics Coupled Applications on Batch Grids. J. Grid Comput. 9 (4) (2011)
Sundari M. Sivagama, Sathish S. Vadhiyar, Ravi S. Nanjundiah
Grids with multiple batch systems for performance enhancement of multi-component and parameter sweep parallel applications. Future Gener. Comput. Syst. 26 (2) (2010)
Sundari M. Sivagama, Sathish S. Vadhiyar, Ravi S. Nanjundiah
Morco: middleware framework for long-running multi-component applications on batch grids. HPDC (2010)
Sundari M. Sivagama, Sathish S. Vadhiyar, Ravi S. Nanjundiah
Dynamic Component Extension: a Strategy for Performance Improvement in Multicomponent Applications. Int. J. High Perform. Comput. Appl. 23 (1) (2009)
V. Santhosh Kumar, Ravi S. Nanjundiah, Matthew J. Thazhuthaveetil, R. Govindarajan
Impact of message compression on the scalability of an atmospheric modeling application on clusters. Parallel Comput. 34 (1) (2008)
Ravi S. Nanjundiah
Strategies for parallel implementation of a global spectral atmospheric general circulation model. HiPC (1998)