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20232026
most citedAdaptive-Growth Randomized Neural Networks for PDEs: Algorithms and Numerical Analysis

4 citations · 4 across the 8 of their papers we have counts for

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cs.LG2024

Is AI Robust Enough for Scientific Research?

Jun-Jie Zhang, Jiahao Song, Xiu-Cheng Wang +14

We uncover a phenomenon largely overlooked by the scientific community utilizing AI: neural networks exhibit high susceptibility to minute perturbations, resulting in significant d…

math.NA2024★ 4 cited

Adaptive-Growth Randomized Neural Networks for PDEs: Algorithms and Numerical Analysis

Haoning Dang, Fei Wang, Song Jiang

Randomized neural network (RaNN) methods have been proposed for solving various partial differential equations (PDEs), demonstrating high accuracy and efficiency. However, initiali…