Charuleka Varadharajan

16 papers Journal 16

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	HydroDiffusion: Diffusion-Based Probabilistic Streamflow Forecasting with a State Space Backbone. CoRR Yihan Wang, Annan Yu, Lujun Zhang, Charuleka Varadharajan, N. Benjamin Erichson
2025	J	`jnl`	Towards CONUS-Wide ML-Augmented Conceptually-Interpretable Modeling of Catchment-Scale Precipitation-Storage-Runoff Dynamics. CoRR Yuan-Heng Wang, Yang Yang, Fabio Ciulla, Hoshin V. Gupta, Charuleka Varadharajan
2024	J	`jnl`	Evaluating Deep Learning Approaches for Predictions in Unmonitored Basins with Continental-scale Stream Temperature Models. CoRR Jared D. Willard, Fabio Ciulla, Helen Weierbach, Vipin Kumar, Charuleka Varadharajan
2023	J	`jnl`	Long-term missing value imputation for time series data using deep neural networks. Neural Comput. Appl. Jangho Park, Juliane Müller, Bhavna Arora, Boris Faybishenko, Gilberto Zonta Pastorello, Charuleka Varadharajan, Reetik Sahu, Deborah A. Agarwal
2023	J	`jnl`	Time Series Predictions in Unmonitored Sites: A Survey of Machine Learning Techniques in Water Resources. CoRR Jared D. Willard, Charuleka Varadharajan, Xiaowei Jia, Vipin Kumar
2022	J	`jnl`	BASIN-3D: A brokering framework to integrate diverse environmental data. Comput. Geosci. Charuleka Varadharajan, Valerie C. Hendrix, Danielle S. Christianson, Madison Burrus, Catherine Wong, Susan S. Hubbard, Deborah A. Agarwal
2022	J	`jnl`	Guidelines for Publicly Archiving Terrestrial Model Data to Enhance Usability, Intercomparison, and Synthesis. Data Sci. J. Maegen B. Simmonds, William J. Riley, Deborah A. Agarwal, Xingyuan Chen, Shreyas Cholia, Robert Crystal-Ornelas, Ethan T. Coon, Dipankar Dwivedi, Valerie C. Hendrix, Maoyi Huang, Ahmad Jan, Zarine Kakalia, Jitendra Kumar, Charles D. Koven, Li Li, Mario Melara, Lavanya Ramakrishnan, Daniel M. Ricciuto, Anthony P. Walker, Wei Zhi, Qing Zhu, Charuleka Varadharajan
2022	J	`jnl`	Long-Term Missing Value Imputation for Time Series Data Using Deep Neural Networks. CoRR Jangho Park, Juliane Müller, Bhavna Arora, Boris Faybishenko, Gilberto Zonta Pastorello, Charuleka Varadharajan, Reetik Sahu, Deborah A. Agarwal
2021	J	`jnl`	Balancing the needs of consumers and producers for scientific data collections. Ecol. Informatics Deborah A. Agarwal, Joan E. Damerow, Charuleka Varadharajan, Danielle S. Christianson, Gilberto Zonta Pastorello, You-Wei Cheah, Lavanya Ramakrishnan
2021	J	`jnl`	Sample Identifiers and Metadata to Support Data Management and Reuse in Multidisciplinary Ecosystem Sciences. Data Sci. J. Joan E. Damerow, Charuleka Varadharajan, Kristin Boye, Eoin L. Brodie, Madison Burrus, K. Dana Chadwick, Robert Crystal-Ornelas, Hesham Elbashandy, Ricardo J. Eloy Alves, Kim S. Ely, Amy E. Goldman, Ted Habermann, Valerie C. Hendrix, Zarine Kakalia, Kenneth M. Kemner, Annie B. Kersting, Nancy Merino, Fianna O'Brien, Zach Perzan, Emily Robles, Patrick Sorensen, James C. Stegen, Ramona L. Walls, Pamela Weisenhorn, Mavrik Zavarin, Deborah A. Agarwal
2021	J	`jnl`	Surrogate optimization of deep neural networks for groundwater predictions. J. Glob. Optim. Juliane Müller, Jangho Park, Reetik Sahu, Charuleka Varadharajan, Bhavna Arora, Boris Faybishenko, Deborah A. Agarwal
2021	J	`jnl`	The future low-temperature geochemical data-scape as envisioned by the U.S. geochemical community. Comput. Geosci. Susan L. Brantley, Tao Wen, Deborah A. Agarwal, Jeffrey G. Catalano, Paul A. Schroeder, Kerstin A. Lehnert, Charuleka Varadharajan, Julie Pett-Ridge, Mark Engle, Anthony M. Castronova, Richard P. Hooper, Xiaogang Ma, Lixin Jin, Kenton McHenry, Emma Aronson, Andrew R. Shaughnessy, Louis A. Derry, Justin Richardson, Jerad Bales, Eric M. Pierce
2019	J	`jnl`	Challenges in Building an End-to-End System for Acquisition, Management, and Integration of Diverse Data From Sensor Networks in Watersheds: Lessons From a Mountainous Community Observatory in East River, Colorado. IEEE Access Charuleka Varadharajan, Boris Faybishenko, Amanda Henderson, Matthew Henderson, Valerie C. Hendrix, Susan S. Hubbard, Zarine Kakalia, Alexander Newman, Benjamin Potter, Heidi Steltzer, Roelof Versteeg, Deborah A. Agarwal, Kenneth H. Williams, Chelsea Wilmer, Yuxin Wu, Wendy Brown, Madison Burrus, Rosemary W. H. Carroll, Danielle S. Christianson, Baptiste Dafflon, Dipankar Dwivedi, Brian J. Enquist
2019	J	`jnl`	Surrogate Optimization of Deep Neural Networks for Groundwater Predictions. CoRR Juliane Müller, Jangho Park, Reetik Sahu, Charuleka Varadharajan, Bhavna Arora, Boris Faybishenko, Deborah A. Agarwal
2017	J	`jnl`	A metadata reporting framework (FRAMES) for synthesis of ecohydrological observations. Ecol. Informatics Danielle Christianson, Charuleka Varadharajan, Bradley Christoffersen, Matteo Detto, Boris Faybishenko, Bruno O. Gimenez, Valerie C. Hendrix, Kolby J. Jardine, Robinson I. Negrón Juárez, Gilberto Zonta Pastorello, Thomas L. Powell, Megha Sandesh, Jeffrey M. Warren, Brett T. Wolfe, Jeffrey Quintin Chambers, Lara M. Kueppers, Nathan G. McDowell, Deborah A. Agarwal
2008	J	`jnl`	The iLab Shared Architecture: A Web Services Infrastructure to Build Communities of Internet Accessible Laboratories. Proc. IEEE V. Judson Harward, Jesús A. del Alamo, Steven R. Lerman, Philip H. Bailey, Joel Carpenter, Kimberly DeLong, Chris Felknor, James L. Hardison, Bryant Harrison, Imad Jabbour, Phillip D. Long, Tingting Mao, Loai Naamani, Jedidiah Northridge, Mark Schulz, Daniel Talavera, Charuleka Varadharajan, Shaomin Wang, Karim Yehia, Rabih Zbib, David Zych