The announcement of deepening partnership with Nvidia, especially in a high-tech project like the Millennium Multi-physics Supercomputer, is likely to be viewed positively by investors. It suggests potential for innovative product development and market expansion.

Nvidia's involvement in the Millennium Multi-physics Supercomputer project through its deepened partnership with Cadence Design Systems indicates a strategic move towards advanced computing solutions. This could enhance Nvidia's reputation as a leader in computing technology and potentially boost its stock in the short term.