Ionuț-Gabriel Farcaș

Reduced Operator Inference for Nonlinear Partial Differential Equations

Elizabeth Qian, Ionuț-Gabriel Farcaș, Karen Willcox · SIAM Journal on Scientific Computing · 2022 · 39 citations

Model Optimization, Reduced Order Modeling, Engineering +13

Data-driven low-fidelity models for multi-fidelity Monte Carlo sampling in plasma micro-turbulence analysis

Julia Konrad, Ionuț-Gabriel Farcaș, Benjamin Peherstorfer et al. · Journal of Computational Physics · 2021 · 17 citations · Full text

Plasma Micro-turbulence Analysis, Engineering, Aerospace Engineering +13

Context-aware learning of hierarchies of low-fidelity models for multi-fidelity uncertainty quantification

Ionuț-Gabriel Farcaș, Benjamin Peherstorfer, Tobias Neckel et al. · Computer Methods in Applied Mechanics and Engineering · 2023 · 17 citations · Full text

Context-aware Learning, Uncertainty Management, Engineering +12

A general framework for quantifying uncertainty at scale

Ionuț-Gabriel Farcaș, G. Merlo, F. Jenko · Communications Engineering · 2022 · 15 citations · Full text