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N. Benjamin Erichson

Lawrence Berkeley National Laboratory

17H-index
70Paper Count
1.2KCitation Count
Published Papers 13
Publication Date
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HydroDiffusion: Diffusion-Based Probabilistic Streamflow Forecasting With a State Space Backbone
errWater Resources Research
IF5
err2026-10-07
err0
errOAAI
errYihan Wang; Annan Yu; Lujun Zhang; Charuleka Varadharajan; N. Benjamin Erichson
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A multimodal large language model for materials science
errNature Machine Intelligence
IF23.9
err2026-04-24
err0
errOAAI
errYingheng Tang; Wenbin Xu; Jie Cao; Weilu Gao; Steven Farrell; Benjamin Erichson; Michael W. Mahoney; Andy Nonaka; Zhi Jackie Yao
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errSave
Learning earthquake ground motions via conditional generative modeling
errNature Communications
IF15.7
err2026-03-16
err0
errOAAI
errPu Ren; Rie Nakata; Maxime Lacour; Ilan Naiman; Nori Nakata; Jialin Song; Zhengfa Bi; Osman Asif Malik; Dmitriy Morozov; Omri Azencot; N. Benjamin Erichson; Michael W. Mahoney
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A Deep State Space Model for Rainfall-Runoff Simulations
errWATER RESOURCES RESEARCH
IF5
err2025-12-06
err0
errOAAI
errWang, Yihan; Zhang, Lujun; Yu, Annan; Erichson, N. Benjamin; Yang, Tiantian
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errSave
Rapid wavefield forecasting for earthquake early warning via deep sequence to sequence learning
errNature Communications
IF15.7
err2025-11-23
err0
errOAAI
errDongwei Lyu; Rie Nakata; Pu Ren; Michael W. Mahoney; Arben Pitarka; Nori Nakata; N. Benjamin Erichson
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errSave
A Mass Conservation Relaxed (MCR) LSTM Model for Streamflow Simulation Across CONUS
errWater Resources Research
IF5
err2025-08-16
err0
errOAAI
errYihan Wang; Lujun Zhang; N. Benjamin Erichson; Tiantian Yang
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Investigating the streamflow simulation capability of a new mass-conserving long short-term memory (MC-LSTM) model across the contiguous United States
errJOURNAL OF HYDROLOGY
IF6.3
err2025-06-16
err1
PREAI
errWang, Yihan; Zhang, Lujun; Erichson, N. Benjamin
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errSave
Forecasting high-dimensional spatio-temporal systems from sparse measurements
errMACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF4.6
err2024-12-18
err0
errOAAI
errSong, Jialin; Song, Zezheng; Ren, Pu; Erichson, N. Benjamin; Mahoney, Michael W.; Li, Xiaoye S.
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errSave
Learning continuous models for continuous physics
errCOMMUNICATIONS PHYSICS
IF5.8
err2023-11-03
err3
errOAAI
errKrishnapriyan, Aditi S.; Queiruga, Alejandro F.; Erichson, N. Benjamin; Mahoney, Michael W.
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errSave
Randomized CP tensor decomposition
errMACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF4.6
err2020-05-27
err24
errOAAI
errErichson, N. Benjamin; Manohar, Krithika; Brunton, Steven L.; Kutz, J. Nathan
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errSave
Scalable diagnostics for global atmospheric chemistry using Ristretto library (version 1.0)
errGEOSCIENTIFIC MODEL DEVELOPMENT
IF4.9
err2019-04-18
err6
errOAAI
errVelegar, Meghana; Erichson, N. Benjamin; Keller, Christoph A.; Kutz, J. Nathan
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errSave
Randomized Matrix Decompositions Using R
errJOURNAL OF STATISTICAL SOFTWARE
IF8.1
err2019-01-01
err53
errOAAI
errErichson, N. Benjamin; Voronin, Sergey; Brunton, Steven L.; Kutz, J. Nathan
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errSave
Randomized nonnegative matrix factorization
errPATTERN RECOGNITION LETTERS
IF3.3
err2018-03-01
err33
errOAAI
errErichson, N. Benjamin; Mendible, Ariana; Wihlborn, Sophie; Kutz, J. Nathan
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errSave

Research Directions

The data has not been retrieved yet.
Co-authors
Cooperation Journals
J
J. Nathan Kutz
H-index: 73 · Papers: 606
S
Steven L. Brunton
H-index: 69 · Papers: 627
M
Michael W. Mahoney
H-index: 65 · Papers: 535
W
Weilu Gao
H-index: 33 · Papers: 179
C
Christoph A. Keller
H-index: 30 · Papers: 168
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