Modern linear algebra for PDE-constrained optimisation models for huge-scale data analysis

Pearson, John (Principal Investigator)

School of Mathematics

4 Article

4 results

Filter

2024
On Symmetric Positive Definite Preconditioners for Multiple Saddle-Point Systems
Pearson, J. W. & Potschka, A., 31 May 2024, In: IMA Journal of Numerical Analysis. 44, 3, p. 1731-1750
Research output: Contribution to journal › Article › peer-review

Open Access
File
2023
Dynamic Density Functional Theory for Sedimentation Processes on Complex Domains: Modelling, Spectral Elements, and Control Problems
Roden, J. C., Goddard, B. D. & Pearson, J. W., 21 Oct 2023, In: The Journal of Chemical Physics. 159, 15, 154102.
Research output: Contribution to journal › Article › peer-review

Open Access
File
2022
General-purpose preconditioning for regularized interior point methods
Gondzio, J., Pougkakiotis, S. & Pearson, J. W., 31 Dec 2022, In: Computational optimization and applications. 83, p. 727-757
Research output: Contribution to journal › Article › peer-review

Open Access
New bounds on the condition number of the Hessian of the preconditioned variational data assimilation problem
Tabeart, J., Dance, S. L., Lawless, A. S., Nichols, N. K. & Waller, J. A., 31 Jan 2022, In: Numerical Linear Algebra with Applications. 29, 1, 22 p., e2405.
Research output: Contribution to journal › Article › peer-review

Open Access
File