2024 "surrogate modeling" Papers

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Paper Type

poster (24,624)paper (8,140)oral (1,594)spotlight (1,421)highlight (975)

Multi-Fidelity Residual Neural Processes for Scalable Surrogate Modeling

Brooks(Ruijia) Niu, Dongxia Wu, Kai Kim et al.

ICML 2024posterarXiv:2402.18846

Parameterized Physics-informed Neural Networks for Parameterized PDEs

Woojin Cho, Minju Jo, Haksoo Lim et al.

ICML 2024posterarXiv:2408.09446

Positional Knowledge is All You Need: Position-induced Transformer (PiT) for Operator Learning

Junfeng CHEN, Kailiang Wu

ICML 2024posterarXiv:2405.09285

Vectorized Conditional Neural Fields: A Framework for Solving Time-dependent Parametric Partial Differential Equations

Jan Hagnberger, Marimuthu Kalimuthu, Daniel Musekamp et al.

ICML 2024oralarXiv:2406.03919