Gang Yu

Dec 31, 2024 | mdpi.com | Gang Yu

4.1. Data Preprocessing and ArgumentThis paper firstly selects the key features from the original dataset, including the environmental features such as temperature and humidity data, and the fault features such as fault location and fault level characterization. Subsequently, the missing values were processed by filling in the missing values or deleting the records containing missing values.

Oct 4, 2024 | nature.com | Jingtao Li |Gang Yu

AbstractPlant pathogens secrete numerous effectors to promote host infection, but whether any of these toxic proteins undergoes phase separation to manipulate plant defence and how the host copes with this event remain elusive. Here we show that the effector FolSvp2, which is secreted from the fungal pathogen Fusarium oxysporum f. sp. lycopersici (Fol), translocates a tomato iron-sulfur protein (SlISP) from plastids into effector condensates in planta via phase separation.

Jul 25, 2024 | mdpi.com | Gang Yu

May 22, 2024 | mdpi.com | Yu Guo |Zhanlong Chen |Chuanxin Qin |Gang Yu

All articles published by MDPI are made immediately available worldwide under an open access license. No specialpermission is required to reuse all or part of the article published by MDPI, including figures and tables. Forarticles published under an open access Creative Common CC BY license, any part of the article may be reused withoutpermission provided that the original article is clearly cited. For more information, please refer tohttps://www.mdpi.com/openaccess.

Apr 23, 2024 | mondaq.com | Gang Yu

随着2022年底生成式人工智能（AIGC）产品ChatGPT的问世，AI的进化速度令人目不暇接。不到一年时间，我们从Chat GPT3.5的聊天和文本生成功能，迈进到性能更加强大的GPT4，一直到两个月前，仅需一个指令就能自动生成视频的SORA诞生。同时，AI对法律服务行业的影响正迅速深化和扩展，如何应对成为法律行业共同面临的问题。已经有行业先锋，如著名的律师事务所Allen & Overy，他们与美国的Harvey公司合作开发的律师智能助手已投入应用，而更多人则正在考虑采取何种应对策略。 一、AIGC对法律与知识产权行业冲击篇 PART.01 不是数字化、信息化 AIGC的革命性质在于它本质上是一个生成式模型，即利用机器学习模型，尤其是深度学习技术，来创造新的内容（如文本、图像、音乐、代码、3D模型等）。与传统的数字化和信息化不同，后者主要将现实世界的信息转换成易于管理和分析的数字形式。相较之下，AIGC不仅仅是对现实世界的简单"转换"或"翻译"，它已经初步拥有了人类的学习、理解、概括和创造的能力，并利用这些能力来进一步创作出新的内容。 比如，ChatGPT4...