Latest Research in Optimization and Control

Top Research Topics in Optimization and Control

• Numerical Analysis — 19 papers
• Optimization and Control — 9 papers
• Probability — 9 papers
• Dynamical Systems — 6 papers
• Classical Analysis and ODEs — 4 papers
• Matrix Theory and Algorithms — 4 papers
• Machine Learning — 3 papers
• Stochastic processes and financial applications — 3 papers
• Analysis of PDEs — 3 papers
• Fractional Differential Equations Solutions — 3 papers

Highest-Cited Papers

1. Discretization and Statistical Consistency of Functional Flow Matching
2. Primal-dual multigrid methods for nonsmooth optimization
3. Error Estimates for the Iteratively Regularized Gradient Method for Ill-Posed Optimization Problems in a Hilbert Space
4. Application of Fractional Brownian Motion (fBm) and Hurst Exponent Analysis in Financial Modeling: A Biophysics-Based FFT–MCMC Method
5. A Generalized Block Circulant Preconditioner for Crank-Nicolson All-at-Once Systems with Applications to Option Pricing PDEs
6. Mimicking diffusion processes with differential equations
7. Timescale Separation Through the Lens of Operator Theory
8. A kernel method for the learning of Wasserstein geometric flows
9. A Hyperfinite Framework for Score-Based Generative Modeling
10. HJ-Gauss: A Monte-Carlo HJ Reachability Scheme
11. The Ubiquity of Three Steady States: Minimal Multistable Zero-One Reaction Networks
12. Existence of Dynamical Low-Rank Approximation for SDEs with Locally Lipschitz Coefficients
13. Infinite Time Horizon Optimal Control of McKean-Vlasov SDEs
14. Positive Bidiagonal Factorizations for Banded Markov Processes
15. Recovery of Integer Images from Minimal DFT Measurements: Uniqueness and Inversion Algorithms
16. Minimizers of one-dimensional regularization problems with linear and nonlinear total variation
17. A computational study of low precision incomplete Cholesky factorization preconditioners for sparse linear least-squares problems
18. Dimensional Asymptotics of Euler-Based Simulated Likelihood for Multidimensional Diffusions
19. A closed-form transition density expansion for elliptic and hypo-elliptic SDEs
20. Localized Estimation of Condition Numbers for MILU Preconditioners on a Graph