Kalimuthu, Marimuthu

7 publications

ICLR 2025 Active Learning for Neural PDE Solvers Daniel Musekamp, Marimuthu Kalimuthu, David Holzmüller, Makoto Takamoto, Mathias Niepert

TMLR 2025 LOGLO-FNO: Efficient Learning of Local and Global Features in Fourier Neural Operators Marimuthu Kalimuthu, David Holzmüller, Mathias Niepert

ICLRW 2025 LOGLO-FNO: Efficient Learning of Local and Global Features in Fourier Neural Operators Marimuthu Kalimuthu, David Holzmüller, Mathias Niepert

NeurIPSW 2024 Active Learning for Neural PDE Solvers Daniel Musekamp, Marimuthu Kalimuthu, David Holzmüller, Makoto Takamoto, Mathias Niepert

ICLRW 2024 Vectorized Conditional Neural Fields: A Framework for Solving Time-Dependent PDEs Jan Hagnberger, Marimuthu Kalimuthu, Mathias Niepert

ICML 2024 Vectorized Conditional Neural Fields: A Framework for Solving Time-Dependent Parametric Partial Differential Equations Jan Hagnberger, Marimuthu Kalimuthu, Daniel Musekamp, Mathias Niepert

JAIR 2021 Trends in Integration of Vision and Language Research: A Survey of Tasks, Datasets, and Methods Aditya Mogadala, Marimuthu Kalimuthu, Dietrich Klakow