Khachik Sargsyan

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    A[Khachik Sargsyan]
    AC["Associated Concepts (16)"]
    AW["Authored Works (7)"]
    CA["Linked Co-Authors (13)"]
    CI["Linked Collaborating Institutions (10)"]
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    click CA "#co-authors"
    click CI "#collaborating-institutions"

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ORCiD

https://orcid.org/0000-0002-1037-786X

OpenAlex ID

https://openalex.org/A5082998661 (API record)

Associated Concepts [?]

• Computer science
• Mathematics
• Physics
• Statistics
• Engineering
• Quantum mechanics
• Artificial intelligence
• Machine learning
• Algorithm
• Economics
• Philosophy
• Biology
• Geography
• Uncertainty quantification
• Geology
• Environmental science

Authored Works

sorted by decreasing year, and then by display-name

• Surrogate-assisted Bayesian Uncertainty Quantification of a Great Lakes Coupled Regional Climate Model
• Validation and sensitivity analysis of lake methane dynamics in Energy Exascale Earth System Model
• Use of an Uncertainty Quantification Framework to Calibrate the Runoff Generation Scheme in the Energy Exascale Earth System Land Model
• Improving land model predictions through parameter calibration enabled by machine learning
• Hit twice by the curse of dimensionality: spatio-temporal land model calibration using Karhunen-Loeve and sparse polynomial chaos expansions
• Functional Tensor Network Approximations for E3SM Land Model
• Combining new advances in modeling dynamic vegetation and nutrient competition to improve boreal forest predictions to changing climate

Linked Co-Authors

• D. M. Ricciuto
• Dan Lu
• Jennifer A. Holm
• L. Ruby Leung
• P. E. Thornton
• Pengfei Xue
• Qing Zhu
• TC Chakraborty
• William J. Riley
• William Pringle
• Yun Qian
• Zeli Tan
• Zhao Yang

Linked Collaborating Institutions

• Argonne National Laboratory, Illinois
• Lawrence Berkeley National Laboratory, California
• Michigan Technological University
• Oak Ridge National Laboratory, Tennessee
• Pacific Northwest National Laboratory
• Purdue University, Indiana
• Sandia National Laboratories, Livermore, California
• Sandia National Laboratories, New Mexico
• University of Michigan
• Yale University, Connecticut

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