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Dive into the research topics where John Harlim is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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AMPS: Compositional Data-Driven Modeling, Prediction and Control for Reconfigurable Renewable Energy Systems
Harlim, J., Li, Y. & Huang, D.
9/1/22 → 8/31/25
Project: Research project
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Data-driven statistical dynamical modeling: Shortage of training data and high- dimensionality
8/1/22 → 7/31/25
Project: Research project
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A data-driven statistical-stochastic surrogate modeling strategy for complex nonlinear non-stationary dynamics
Qi, D. & Harlim, J., Jul 15 2023, In: Journal of Computational Physics. 485, 112085.Research output: Contribution to journal › Article › peer-review
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Ghost Point Diffusion Maps for Solving Elliptic PDEs on Manifolds with Classical Boundary Conditions
Jiang, S. W. & Harlim, J., Feb 2023, In: Communications on Pure and Applied Mathematics. 76, 2, p. 337-405 69 p.Research output: Contribution to journal › Article › peer-review
4 Scopus citations -
Kernel-Based Methods for Solving Time-Dependent Advection-Diffusion Equations on Manifolds
Yan, Q., Jiang, S. W. & Harlim, J., Jan 2023, In: Journal of Scientific Computing. 94, 1, 5.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Spectral methods for solving elliptic PDEs on unknown manifolds
Yan, Q., Jiang, S. W. & Harlim, J., Aug 1 2023, In: Journal of Computational Physics. 486, 112132.Research output: Contribution to journal › Article › peer-review
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STATIONARY DENSITY ESTIMATION OF ITÔ DIFFUSIONS USING DEEP LEARNING
Gu, Y., Harlim, J., Liang, S. & Yang, H., 2023, In: SIAM Journal on Numerical Analysis. 61, 1, p. 45-82 38 p.Research output: Contribution to journal › Article › peer-review