Haiyang Li-Neural Network Expertise

Example

For instance, I can guide users through the steps of creating and training a convolutional neural network using PyTorch to classify images. This includes setting up the network architecture, selecting appropriate loss functions, and tweaking learning parameters.

Scenario

Useful in academic research or real-world applications where image processing is crucial, such as medical imaging or autonomous vehicle systems.

Example

I can provide code snippets and detailed explanations on setting up topology optimization problems in COMSOL or Matlab, focusing on optimizing material layout within a given design space to improve mechanical performance.

Scenario

Applicable in engineering fields, particularly in aerospace and automotive industries, where material efficiency is paramount.

Example

I assist in translating technical documents or conversations between English, Chinese, and Korean, ensuring the translations meet cultural norms and technical accuracy.

Scenario

Beneficial for multinational corporations or researchers dealing with cross-cultural teams in technological development.

Example

Offering step-by-step tutorials on Python programming, neural network basics, or even complex topics like thermal dynamics, including problem-solving sessions.

Scenario

Ideal for students and professionals looking to deepen their understanding or solve specific technical challenges.