Geometric diffusion model for molecular generation

• 主要作者: Mou, Bingyan
• 其他作者: Xia Kelin
• 格式: Final Year Project
• 語言: English
• 出版: Nanyang Technological University 2024
• 主題: Mathematical Sciences; Graph neural networks; Diffusion models; Molecular generation; Drug discovery
• 在線閱讀: https://hdl.handle.net/10356/175669

Significant progress has been made in the field of deep generative models, with notable examples such as ChatGPT and image-generation tools like Midjourney, Stable Diffusion, and DALL·E showcasing remarkable performance. One of the key mathematical models behind these advancements is denoising diffu...