Daniel Ricciuto

Researcher, Environmental Sciences Division, Oak Ridge National Laboratory

Joined

May 2025

Names

Daniel Ricciuto (Preferred)

Daniel M. Ricciuto

Emails

****@ornl.gov (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Researcher

Environmental Sciences Division, Oak Ridge National Laboratory (ornl.gov)

2010 – Present

Postdoc

Environmental Sciences Division, Oak Ridge National Laboratory (ornl.gov)

2007 – 2010

Advisors, Relations & Conflicts

Coworker

Dali Wang

2011 – 2025

Coworker

Peter E. Thornton

2008 – 2025

PhD Advisor

Kenneth Davis

2000 – 2025

Expertise

Uncertainty Quantification

2012 – Present

Land-surface modeling

2010 – Present

Publications

PHASE: Physics‑Integrated, Heterogeneity‑Aware Surrogates for Scientific Simulations
Dawei Gao, Dali Wang, Zhuowei Gu, Qinglei Cao, Xiao Wang, Peter E. Thornton, Daniel Ricciuto, Yunhe Feng
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Kilometer-Scale E3SM Land Model Simulation over North America
Dali Wang, Chen Wang, Qinglei Cao, Peter Schwartz, Fengming Yuan, Jayesh Krishna, Danqing Wu, Daniel M. Ricciuto, Peter E. Thornton, Shih-Chieh Kao, Michele Thornton, Kathryn M. Mohror
- CoRR 2025
- Readers: Everyone
An ultrahigh-resolution E3SM land model simulation framework and its first application to the Seward Peninsula in Alaska
Fengming Yuan, Dali Wang, Shih-Chieh Kao, Michele Thornton, Daniel M. Ricciuto, Verity Salmon, Colleen Iversen, Peter Schwartz, Peter E. Thornton
- J. Comput. Sci. 2023
- Readers: Everyone
Improving net ecosystem CO2 flux prediction using memory-based interpretable machine learning
Siyan Liu, Dan Lu, Daniel M. Ricciuto, Anthony P. Walker
- ICDM (Workshops) 2022
- Readers: Everyone
Guidelines for Publicly Archiving Terrestrial Model Data to Enhance Usability, Intercomparison, and Synthesis
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 et al. (2 additional authors not shown)
- Data Sci. J. 2022
- Readers: Everyone
Efficient Distance-based Global Sensitivity Analysis for Terrestrial Ecosystem Modeling
Dan Lu, Daniel M. Ricciuto
- ICDM (Workshops) 2020
- Readers: Everyone
An Efficient Bayesian Method for Advancing the Application of Deep Learning in Earth Science
Dan Lu, Siyan Liu, Daniel M. Ricciuto
- ICDM Workshops 2019
- Readers: Everyone
Learning-Based Inversion-Free Model-Data Integration to Advance Ecosystem Model Prediction
Dan Lu, Daniel M. Ricciuto
- ICDM Workshops 2019
- Readers: Everyone
Parallel Computing for Module-Based Computational Experiment
Zhuo Yao, Dali Wang, Daniel M. Ricciuto, Fengming Yuan, Chunsheng Fang
- ICCS (2) 2019
- Readers: Everyone
Efficient surrogate modeling methods for large-scale Earth system models based on machine learning techniques
Dan Lu, Daniel M. Ricciuto
- CoRR 2019
- Readers: Everyone

View all 18 publications

Co-Authors

View all 93 co-authors