Jitendra Kumar

30 papers B 3C 2Misc 5Journal 4Unranked 16

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	ESGF-Assistant: A Domain-Specific Large Language Model for Navigating Earth System Data. ICDM (Workshops) Daniel Saedi Nia, Elias C. Massoud, Bharat Sharma, Jitendra Kumar, Nathan Collier, Forrest M. Hoffman
2025	J	`jnl`	Mapping wall-to-wall fractional cover of Arctic tundra plant functional types in Alaska using 20-m spatial resolution satellite imagery and harmonized plot observations. Int. J. Appl. Earth Obs. Geoinformation Tianqi Zhang, Morgan R. Steckler, Amy L. Breen, Forrest M. Hoffman, William W. Hargrove, Verity G. Salmon, Colleen M. Iversen, Stan D. Wullschleger, Jitendra Kumar
2025	—	`conf`	Variational AutoEncoders Reveal Intensifying GPP Extremes in Continental United States Based on CESM2 Simulations. ICDM (Workshops) Bharat Sharma, Jitendra Kumar
2025	J	`jnl`	Variational Autoencoders-based Detection of Extremes in Plant Productivity in an Earth System Model. CoRR Bharat Sharma, Jitendra Kumar
2024	B	`conf`	Enhancing Photosynthesis Simulation Performance in ESMs with Machine Learning-Assisted Solvers. IEEE Big Data Elias C. Massoud, Nathan Collier, Bharat Sharma, Jitendra Kumar, Forrest M. Hoffman
2024	B	`conf`	Forecast of Wildfire Potential Across California USA Using a Transformer. IEEE Big Data Russell Limber, William W. Hargrove, Forrest M. Hoffman, Jitendra Kumar
2022	—	`conf`	Using Image Processing Techniques to Identify and Quantify Spatiotemporal Carbon Cycle Extremes. ICDM (Workshops) Bharat Sharma, Jitendra Kumar, Auroop R. Ganguly, Forrest M. Hoffman
2020	B	`conf`	Automated Integration of Continental-Scale Observations in Near-Real Time for Simulation and Analysis of Biosphere-Atmosphere Interactions. SMC David J. Durden, Stefan Metzger, Housen Chu, Nathan Collier, Kenneth J. Davis, Ankur R. Desai, Jitendra Kumar, William R. Wieder, Min Xu, Forrest M. Hoffman
2020	—	`conf`	Clustering-Based Predictive Analytics to Improve Scientific Data Discovery. IEEE BigData Ranjeet Devarakonda, Jitendra Kumar, Giri Prakash
2019	J	`jnl`	Arctic Vegetation Mapping Using Unsupervised Training Datasets and Convolutional Neural Networks. Remote. Sens. Zachary L. Langford, Jitendra Kumar, Forrest M. Hoffman, Amy L. Breen, Colleen M. Iversen
2019	—	`conf`	Big Federal Data Centers Implementing FAIR Data Principles: ARM Data Center Example. IEEE BigData Ranjeet Devarakonda, Giri Prakash, Kavya Guntupally, Jitendra Kumar
2019	—	`conf`	Convolutional Neural Networks for Hydrometeor Classification using Dual Polarization Doppler Radars. ICDM Workshops Yuping Lu, Jitendra Kumar
2019	—	`conf`	Deep Transfer Learning With Field-Based Measurements for Large Area Classification. ICDM Workshops Zachary L. Langford, Jitendra Kumar, Forrest M. Hoffman
2019	—	`conf`	Provenance-aware workflow for data quality management and improvement for large continuous scientific data streams. IEEE BigData Jitendra Kumar, Michael C. Crow, Ranjeet Devarakonda, Michael Giansiracusa, Kavya Guntupally, Joseph V. Olatt, Zach Price, Harold A. Shanafield, Alka Singh
2018	—	`conf`	Detecting Outliers in Streaming Time Series Data from ARM Distributed Sensors. ICDM Workshops Yuping Lu, Jitendra Kumar, Nathan Collier, Bhargavi Krishna, Michael A. Langston
2018	—	`conf`	Machine Learning and Social Media to Mine and Disseminate Big Scientific Data. IEEE BigData Ranjeet Devarakonda, Michael Giansiracusa, Jitendra Kumar
2018	—	`conf`	Parallel k-Means Clustering of Geospatial Data Sets Using Manycore CPU Architectures. ICDM Workshops Richard Tran Mills, Vamsi Sripathi, Jitendra Kumar, Sarat Sreepathi, Forrest M. Hoffman, William W. Hargrove
2018	—	`conf`	Wildfire Mapping in Interior Alaska Using Deep Neural Networks on Imbalanced Datasets. ICDM Workshops Zachary L. Langford, Jitendra Kumar, Forrest M. Hoffman
2017	—	`conf`	Convolutional Neural Network Approach for Mapping Arctic Vegetation Using Multi-Sensor Remote Sensing Fusion. ICDM Workshops Zachary L. Langford, Jitendra Kumar, Forrest M. Hoffman
2017	C	`conf`	Parallel Multivariate Spatio-Temporal Clustering of Large Ecological Datasets on Hybrid Supercomputers. CLUSTER Sarat Sreepathi, Jitendra Kumar, Richard Tran Mills, Forrest M. Hoffman, Vamsi Sripathi, William W. Hargrove
2017	—	`conf`	Social media based NPL system to find and retrieve ARM data: Concept paper. IEEE BigData Ranjeet Devarakonda, Michael Giansiracusa, Jitendra Kumar, Harold Shanafield
2016	—	`conf`	HPC infrastructure to support the next-generation ARM facility data operations. IEEE BigData Giri Prakash, Jitendra Kumar, Everett Neil Rush, Robert Records, Anthony Clodfelter, Jimmy W. Voyles
2016	J	`jnl`	Mapping Arctic Plant Functional Type Distributions in the Barrow Environmental Observatory Using WorldView-2 and LiDAR Datasets. Remote. Sens. Zachary L. Langford, Jitendra Kumar, Forrest M. Hoffman, Richard J. Norby, Stan D. Wullschleger, Victoria L. Sloan, Colleen M. Iversen
2015	—	`conf`	Characterization and Classification of Vegetation Canopy Structure and Distribution within the Great Smoky Mountains National Park Using LiDAR. ICDM Workshops Jitendra Kumar, Jon Weiner, William W. Hargrove, Steven P. Norman, Forrest M. Hoffman, Doug Newcomb
2013	Misc	`conf`	Identification and Visualization of Dominant Patterns and Anomalies in Remotely Sensed Vegetation Phenology Using a Parallel Tool for Principal Components Analysis. ICCS Richard Tran Mills, Jitendra Kumar, Forrest M. Hoffman, William W. Hargrove, Joseph P. Spruce, Steven P. Norman
2012	Misc	`conf`	Sub-daily Statistical Downscaling of Meteorological Variables Using Neural Networks. ICCS Jitendra Kumar, Bjørn-Gustaf J. Brooks, Peter E. Thornton, Michael C. Dietze
2011	Misc	`conf`	Cluster Analysis-Based Approaches for Geospatiotemporal Data Mining of Massive Data Sets for Identification of Forest Threats. ICCS Richard Tran Mills, Forrest M. Hoffman, Jitendra Kumar, William W. Hargrove
2011	Misc	`conf`	Data Mining in Earth System Science (DMESS 2011). ICCS Forrest M. Hoffman, Jay Walter Larson, Richard Tran Mills, Bjørn-Gustaf J. Brooks, Auroop R. Ganguly, William W. Hargrove, Jian Huang, Jitendra Kumar, Ranga Raju Vatsavai
2011	Misc	`conf`	Parallel k-Means Clustering for Quantitative Ecoregion Delineation Using Large Data Sets. ICCS Jitendra Kumar, Richard Tran Mills, Forrest M. Hoffman, William W. Hargrove
2010	C	`conf`	Geospatiotemporal data mining in an early warning system for forest threats in the United States. IGARSS Forrest M. Hoffman, Richard Tran Mills, Jitendra Kumar, Srinivasa S. Vulli, William W. Hargrove