Daniel M. Ricciuto

Publication Activity (10 Years)

Years Active: 2006-2023
Publications (10 Years): 9

Top Topics

Computationally Intensive

Machine Learning

Weather Prediction

Modeling Framework

Top Venues

ICDM (Workshops)

Publications

Fengming Yuan, Dali Wang, Shih-Chieh Kao, Michele Thornton, Daniel M. Ricciuto, Verity Salmon, Colleen Iversen, Peter Schwartz, Peter E. Thornton
An ultrahigh-resolution E3SM land model simulation framework and its first application to the Seward Peninsula in Alaska. J. Comput. Sci. 73 (2023)
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
Guidelines for Publicly Archiving Terrestrial Model Data to Enhance Usability, Intercomparison, and Synthesis. Data Sci. J. 21 (1) (2022)
Siyan Liu, Dan Lu, Daniel M. Ricciuto, Anthony P. Walker
Improving net ecosystem CO2 flux prediction using memory-based interpretable machine learning. ICDM (Workshops) (2022)
Dan Lu, Daniel M. Ricciuto
Efficient Distance-based Global Sensitivity Analysis for Terrestrial Ecosystem Modeling. ICDM (Workshops) (2020)
Dan Lu, Daniel M. Ricciuto
Learning-Based Inversion-Free Model-Data Integration to Advance Ecosystem Model Prediction. ICDM Workshops (2019)
Dan Lu, Daniel M. Ricciuto
Efficient surrogate modeling methods for large-scale Earth system models based on machine learning techniques. CoRR (2019)
Dan Lu, Siyan Liu, Daniel M. Ricciuto
An Efficient Bayesian Method for Advancing the Application of Deep Learning in Earth Science. ICDM Workshops (2019)
Zhuo Yao, Dali Wang, Daniel M. Ricciuto, Fengming Yuan, Chunsheng Fang
Parallel Computing for Module-Based Computational Experiment. ICCS (2) (2019)
Dali Wang, Jens Domke, Jiafu Mao, Xiaoying Shi, Daniel M. Ricciuto
A scalable framework for the global offline community land model ensemble simulation. Int. J. Comput. Sci. Eng. 12 (1) (2016)
Shujiang Kang, Dali Wang, Jeffrey A. Nichols, Joseph Schuchart, K. L. Kline, Yaxing Wei, Daniel M. Ricciuto, Stan D. Wullschleger, Wilfred M. Post, Roberto César Izaurralde
Development of mpi_EPIC model for global agroecosystem modeling. Comput. Electron. Agric. 111 (2015)
Roisin Langan, Richard Archibald, Matthew Plumlee, Salil Mahajan, Daniel M. Ricciuto, Chengen Yang, Rui Mei, Jiafu Mao, Xiaoying Shi, Joshua S. Fu
Stochastic Parameterization to Represent Variability and Extremes in Climate Modeling. ICCS (2014)
Chad A. Steed, Daniel M. Ricciuto, Galen M. Shipman, Brian E. Smith, Peter E. Thornton, Dali Wang, Xiaoying Shi, Dean N. Williams
Big data visual analytics for exploratory earth system simulation analysis. Comput. Geosci. 61 (2013)
Brian E. Smith, Daniel M. Ricciuto, Peter E. Thornton, Galen M. Shipman, Chad A. Steed, Dean N. Williams, Michael F. Wehner
ParCAT: Parallel Climate Analysis Toolkit. ICCS (2013)
Chad A. Steed, Galen M. Shipman, Peter E. Thornton, Daniel M. Ricciuto, David Erickson, Marcia L. Branstetter
Practical Application of Parallel Coordinates for Climate Model Analysis. ICCS (2012)
Faith Ann Heinsch, Maosheng Zhao, Steven W. Running, John S. Kimball, Ramakrishna R. Nemani, Kenneth J. Davis, Paul V. Bolstad, Bruce D. Cook, Ankur R. Desai, Daniel M. Ricciuto, Beverly E. Law, Walt C. Oechel, Hyojung Kwon, Hongyan Luo, Steven C. Wofsy, Allison L. Dunn, J. William Munger, Dennis D. Baldocchi, Liukang Xu, David Y. Hollinger, Andrew D. Richardson, Paul C. Stoy, Mario B. S. Siqueira, Russell K. Monson, Sean P. Burns, Lawrence B. Flanagan
Evaluation of remote sensing based terrestrial productivity from MODIS using regional tower eddy flux network observations. IEEE Trans. Geosci. Remote. Sens. 44 (7-1) (2006)