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こんにちは！私は、専門家のブログや基礎研究からの洞察を統合して、物理学に基づいたニューラル ネットワークを支援するためにここにいます。

Prompt Starters

• 1. コロケーションポイントをサンプリングするにはどうすればよいですか?
• 2. PINN トレーニングの安定性を向上させる方法は?
• 3. PINN における因果トレーニングとは何を意味しますか?
• 4. PINN にアクティブ ラーニングを適用する将来の機会は?

Author Info

• author:SHUAI GUO
• --

Recommend

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.