Tensor Numerical Methods in Scientific Computing

• Efficient MPS representations and quantum circuits from the Fourier modes of classical image data

  2024 Quantum article Computer Science Quantum Computing Algorithms and Architecture Open access

  13

  citations
• Low-rank tensor methods for partial differential equations

  2023 Acta Numerica article Mathematics Tensor decomposition and applications Open access

  42

  citations
• Computing f‐divergences and distances of high‐dimensional probability density functions

  2022 Numerical Linear Algebra with Applications article Mathematics Tensor decomposition and applications Open access

  5

  citations
• IDENTIFICATION OF UNKNOWN PARAMETERS AND PREDICTION WITH HIERARCHICAL MATRICES

  2021 UNCECOMP Proceedings conference-paper Decision Sciences Probabilistic and Robust Engineering Design Open access

  0

  citations
• Computing f-Divergences and Distances of High-Dimensional Probability Density Functions -- Low-Rank Tensor Approximations

  2021 arXiv (Cornell University) preprint Mathematics Tensor decomposition and applications Open access

  0

  citations
• Iterative algorithms for the post-processing of high-dimensional data

  2020 Journal of Computational Physics article Mathematics Tensor decomposition and applications

  12

  citations

6 results