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110 积分 2026-03-12 加入
Understanding and mitigating gradient flow pathologies in physics-informed neural networks
4天前
已完结
When and why PINNs fail to train: A neural tangent kernel perspective
4天前
已完结
Physics-informed neural network for deep learning of finned-tube condenser performance: From the perspective of system modeling
12天前
已关闭
A physics-informed neural networks modeling with coupled fluid flow and heat transfer – Revisit of natural convection in cavity
12天前
已关闭
A fast Bayesian parallel solution framework for large-scale parameter estimation of 3D inverse heat transfer problems
12天前
已关闭
Physics-Informed Neural Networks for High-Frequency and Multi-Scale Problems Using Transfer Learning
28天前
已完结
Stacked networks improve physics-informed training: applications to neural networks and deep operator networks
28天前
已完结
Stacked networks improve physics-informed training: Applications to neural networks and deep operator networks (2024)
28天前
已完结
Long-term simulation of physical and mechanical behaviors using curriculum-transfer-learning based physics-informed neural networks
28天前
已关闭
iPINNs: incremental learning for Physics-informed neural networks
28天前
已完结
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