Semiconductor-related stocks in Asia surged after chipmaker posted and issued optimistic guidance for the current period.

Most notably, Nvidia's performance was driven by its data center business, which includes the A100 and H100 AI chips that are needed to build and run artificial intelligence applications like ChatGPT.

Shares of , which manufactures all of Nvidia's advanced AI chips, climbed 2.17% on Thursday, while counterpart Samsung Electronics gained 1.64%.

In an Aug. 21 note, Morgan Stanley analysts estimated that TSMC will generate 6% of revenue from AI-related semiconductors in 2023.

The team also expects Nvidia to see a 50% compounded annual growth rate in the segment for the next five years, adding that it views the company's outlook guidance "as a near-term share price catalyst [for TSMC]."

Other stocks in the broader semiconductor sector also rose with South Korean memory chipmaker SK Hynix surging as much as 6% above its last close. The stock later pared its gains but still ended the day 4.22% higher.

Despite reports back in June that the U.S. was weighing on Nvidia's chips to China, Chinese semiconductor stocks also were up on Thursday, with advancing 2.86% and gaining 4%.