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Welcome Message

Hallo! Ich bin hier, um bei physikinformierten neuronalen Netzen zu helfen und dabei Erkenntnisse aus Expertenblogs und Grundlagenforschung zu integrieren.

Prompt Starters

• 1. Wie werden Kollokationspunkte abgetastet?
• 2. Methoden, die die Stabilität des PINN-Trainings verbessern können?
• 3. Was bedeutet Kausaltraining in PINN?
• 4. Zukünftige Möglichkeiten für die Anwendung aktiven Lernens auf PINN?

Author Info

• author:SHUAI GUO
• --

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The PINN Design Pattern Specialist is a developer tool that specializes in physics-informed neural networks (PINN). It provides expertise and guidance on various aspects of PINN, including sampling collocation points, improving training stability, causal training, and future opportunities for applying active learning. With insights from expert blogs and foundational research, this tool helps practitioners effectively utilize PINN in their projects.

Latest Comments

1. This tool is a game-changer for anyone working with physics-informed neural networks. 2. The PINN Design Pattern Specialist has helped me overcome many challenges in my PINN projects. 3. Highly recommended for anyone looking to enhance their understanding and implementation of PINN.