Ionut-Gabriel Farcas

22 papers Journal 19Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Convolution Operator Network for Forward and Inverse Problems (FI-Conv): Application to Plasma Turbulence Simulations. CoRR Xingzhuo Chen, Anthony Poole, Ionut-Gabriel Farcas, David R. Hatch, Ulisses Braga-Neto
2026	J	`jnl`	Fast prediction of plasma instabilities with sparse-grid-accelerated optimized dynamic mode decomposition. J. Comput. Phys. Kevin Gill, Ionut-Gabriel Farcas, Silke Glas, Benjamin J. Faber
2025	J	`jnl`	A parallel implementation of reduced-order modeling of large-scale systems. CoRR Ionut-Gabriel Farcas, Rayomand P. Gundevia, Ramakanth Munipalli, Karen E. Willcox
2025	J	`jnl`	Distributed computing for physics-based data-driven reduced modeling at scale: Application to a rotating detonation rocket engine. Comput. Phys. Commun. Ionut-Gabriel Farcas, Rayomand P. Gundevia, Ramakanth Munipalli, Karen E. Willcox
2025	J	`jnl`	Machine Learning for Electron-Scale Turbulence Modeling in W7-X. CoRR Ionut-Gabriel Farcas, Don Lawrence Carl Agapito Fernando, Alejandro Bañón Navarro, Gabriele Merlo, Frank Jenko
2025	J	`jnl`	Real-time prediction of plasma instabilities with sparse-grid-accelerated optimized dynamic mode decomposition. CoRR Kevin Gill, Ionut-Gabriel Farcas, Silke Glas, Benjamin J. Faber
2024	J	`jnl`	Distributed computing for physics-based data-driven reduced modeling at scale: Application to a rotating detonation rocket engine. CoRR Ionut-Gabriel Farcas, Rayomand P. Gundevia, Ramakanth Munipalli, Karen E. Willcox
2024	J	`jnl`	Learning physics-based reduced models from data for the Hasegawa-Wakatani equations. CoRR Constatin Gahr, Ionut-Gabriel Farcas, Frank Jenko
2023	J	`jnl`	Improving the accuracy and scalability of large-scale physics-based data-driven reduced modeling via domain decomposition. CoRR Ionut-Gabriel Farcas, Rayomand P. Gundevia, Ramakanth Munipalli, Karen E. Willcox
2022	J	`jnl`	A general framework for quantifying uncertainty at scale and its application to fusion research. CoRR Ionut-Gabriel Farcas, Gabriele Merlo, Frank Jenko
2022	J	`jnl`	Context-aware learning of hierarchies of low-fidelity models for multi-fidelity uncertainty quantification. CoRR Ionut-Gabriel Farcas, Benjamin Peherstorfer, Tobias Neckel, Frank Jenko, Hans-Joachim Bungartz
2022	J	`jnl`	Data-driven low-fidelity models for multi-fidelity Monte Carlo sampling in plasma micro-turbulence analysis. J. Comput. Phys. Julia Konrad, Ionut-Gabriel Farcas, Benjamin Peherstorfer, Alessandro Di Siena, Frank Jenko, Tobias Neckel, Hans-Joachim Bungartz
2022	J	`jnl`	Reduced Operator Inference for Nonlinear Partial Differential Equations. SIAM J. Sci. Comput. Elizabeth Qian, Ionut-Gabriel Farcas, Karen Willcox
2021	J	`jnl`	Reduced operator inference for nonlinear partial differential equations. CoRR Elizabeth Qian, Ionut-Gabriel Farcas, Karen Willcox
2020	—	`—`	Context-aware Model Hierarchies for Higher-dimensional Uncertainty Quantification (Kontextsensitive Modellhierarchien für Quantifizierung der höherdimensionalen Unsicherheit) Ionut-Gabriel Farcas
2020	J	`jnl`	Multilevel Adaptive Sparse Leja Approximations for Bayesian Inverse Problems. SIAM J. Sci. Comput. Ionut-Gabriel Farcas, Jonas Latz, Elisabeth Ullmann, Tobias Neckel, Hans-Joachim Bungartz
2020	J	`jnl`	Sensitivity-driven adaptive sparse stochastic approximations in plasma microinstability analysis. J. Comput. Phys. Ionut-Gabriel Farcas, Tobias Görler, Hans-Joachim Bungartz, Frank Jenko, Tobias Neckel
2019	J	`jnl`	Multilevel adaptive sparse Leja approximations for Bayesian inverse problems. CoRR Ionut-Gabriel Farcas, Jonas Latz, Elisabeth Ullmann, Tobias Neckel, Hans-Joachim Bungartz
2018	J	`jnl`	Nonintrusive Uncertainty Analysis of Fluid-Structure Interaction with Spatially Adaptive Sparse Grids and Polynomial Chaos Expansion. SIAM J. Sci. Comput. Ionut-Gabriel Farcas, Benjamin Uekermann, Tobias Neckel, Hans-Joachim Bungartz
2018	J	`jnl`	Sensitivity-driven adaptive sparse stochastic approximations in plasma microinstability analysis. CoRR Ionut-Gabriel Farcas, Tobias Görler, Hans-Joachim Bungartz, Frank Jenko, Tobias Neckel
2014	—	`conf`	Comparison of Numerical Methods in Uncertainty Quantification. GI-Jahrestagung Ionut-Gabriel Farcas
2014	—	`conf`	E-health decision support system for differential diagnosis. AQTR Roxana Cucu, Camelia Avram, Adina Astilean, Ionut-Gabriel Farcas, José Machado