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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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Leveraging Geometric Structure in Learning Dynamical Systems
Harlim, J. (PI) & Daning@psuedu, D. H. (CoPI)
9/1/25 → 8/31/28
Project: Research project
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Data-driven statistical dynamical modeling: Shortage of training data and high- dimensionality
Harlim, J. (PI)
8/1/22 → 7/31/25
Project: Research project
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Data-driven statistical dynamical modeling: Shortage of training data and high- dimensionality
Harlim, J. (PI)
8/1/22 → 7/31/25
Project: Research project
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SOLVING FORWARD AND INVERSE PARTIAL DIFFERENTIAL EQUATION PROBLEMS ON UNKNOWN MANIFOLDS VIA PHYSICS-INFORMED NEURAL OPERATORS
Jiao, A., Yan, Q., Harlim, J. & Lu, L., Feb 9 2026, In: SIAM Journal on Scientific Computing. 48, 1, p. 136-163 28 p.Research output: Contribution to journal › Article › peer-review
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SPECTRAL CONVERGENCE OF SYMMETRIZED GRAPH LAPLACIAN ON MANIFOLDS WITH BOUNDARY
Peoples, J. W. & Harlim, J., Mar 2026, In: Foundations of Data Science. 8, p. 119-167 49 p.Research output: Contribution to journal › Article › peer-review
Open Access1 Link opens in a new tab Scopus citations -
Learning coarse-grained dynamics on graph
Yu, Y., Harlim, J., Huang, D. & Li, Y., Nov 2025, In: Physica D: Nonlinear Phenomena. 481, 134801.Research output: Contribution to journal › Article › peer-review
1 Link opens in a new tab Scopus citations -
LEARNING VECTOR FIELDS OF DIFFERENTIAL EQUATIONS ON MANIFOLDS WITH GEOMETRICALLY CONSTRAINED OPERATOR-VALUED KERNELS
Huang, D., He, H., Harlim, J. & Li, Y., 2025, 13th International Conference on Learning Representations, ICLR 2025. International Conference on Learning Representations, ICLR, p. 66069-66101 33 p. (13th International Conference on Learning Representations, ICLR 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
3 Link opens in a new tab Scopus citations -
Generalized finite difference method on unknown manifolds
Jiang, S. W., Li, R., Yan, Q. & Harlim, J., Apr 1 2024, In: Journal of Computational Physics. 502, 112812.Research output: Contribution to journal › Article › peer-review
5 Link opens in a new tab Scopus citations