Bayesian Optimization by Kernel Regression and Density-based Exploration.

MCMS-RBM: Multicomponent Multistate Reduced Basis Method Toward Rapid Generation of Phase Diagrams for the Lifshitz-Petrich Model.

AAROC: Reduced Over-Collocation Method with Adaptive Time Partitioning and Adaptive Enrichment for Parametric Time-Dependent Equations.

MCMS-RBM: Multi-Component Multi-State Reduced Basis Method toward Efficient Transition Pathway Identification for Crystals and Quasicrystals.

A hyper-reduced MAC scheme for the parametric Stokes and Navier-Stokes equations.

Asymptotic Derivation of Equivalent Circuit Model for the Stack-Electrode Supercapacitors.

An Asymptotic-Preserving and Energy-Conserving Particle-In-Cell Method for Vlasov-Maxwell Equations.

L1-Based Reduced Over Collocation and Hyper Reduction for Steady State and Time-Dependent Nonlinear Equations.

An EIM-degradation free reduced basis method via over collocation and residual hyper reduction-based error estimation.

L1-ROC and R2-ROC: L1- and R2-based Reduced Over-Collocation methods for parametrized nonlinear partial differential equations.

Asymptotic Analysis on Dielectric Boundary Effects of Modified Poisson-Nernst-Planck Equations.