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2208.03115
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Multi-fidelity surrogate modeling using long short-term memory networks
5 August 2022
Paolo Conti
Mengwu Guo
Andrea Manzoni
J. Hesthaven
AI4CE
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Papers citing
"Multi-fidelity surrogate modeling using long short-term memory networks"
11 / 11 papers shown
Title
Interpretable Spatial-Temporal Fusion Transformers: Multi-Output Prediction for Parametric Dynamical Systems with Time-Varying Inputs
Shuwen Sun
Lihong Feng
P. Benner
40
0
0
01 May 2025
On latent dynamics learning in nonlinear reduced order modeling
N. Farenga
S. Fresca
Simone Brivio
Andrea Manzoni
AI4CE
34
1
0
27 Aug 2024
GFN: A graph feedforward network for resolution-invariant reduced operator learning in multifidelity applications
Oisín M. Morrison
F. Pichi
J. Hesthaven
AI4CE
26
1
0
05 Jun 2024
Multi-fidelity physics constrained neural networks for dynamical systems
Hao Zhou
Sibo Cheng
Rossella Arcucci
AI4CE
13
19
0
03 Feb 2024
Sparse discovery of differential equations based on multi-fidelity Gaussian process
Yuhuang Meng
Yue Qiu
38
0
0
22 Jan 2024
Residual Multi-Fidelity Neural Network Computing
Owen Davis
Mohammad Motamed
Raúl Tempone
30
1
0
05 Oct 2023
A Latent Variable Approach for Non-Hierarchical Multi-Fidelity Adaptive Sampling
Yi-Ping Chen
Liwei Wang
Yigitcan Comlek
Wei-Neng Chen
22
10
0
05 Oct 2023
Multi-fidelity reduced-order surrogate modeling
Paolo Conti
Mengwu Guo
Andrea Manzoni
A. Frangi
Steven L. Brunton
N. Kutz
AI4CE
16
23
0
01 Sep 2023
Reduced order modeling of parametrized systems through autoencoders and SINDy approach: continuation of periodic solutions
Paolo Conti
G. Gobat
S. Fresca
Andrea Manzoni
A. Frangi
AI4CE
15
49
0
13 Nov 2022
An unsupervised latent/output physics-informed convolutional-LSTM network for solving partial differential equations using peridynamic differential operator
A. Mavi
A. Bekar
E. Haghighat
E. Madenci
57
28
0
21 Oct 2022
Multi-fidelity regression using artificial neural networks: efficient approximation of parameter-dependent output quantities
Mengwu Guo
Andrea Manzoni
Maurice Amendt
Paolo Conti
J. Hesthaven
68
95
0
26 Feb 2021
1