This Week In AI Chips - NVIDIA and Matlantis Transform Industrial Materials Simulation

Matlantis has announced the integration of the NVIDIA ALCHEMI Toolkit into its platform, marking a significant advancement in industrial materials simulation. This collaboration has resulted in remarkable computational throughput and up to 10x speed improvements in critical calculations through the integration of NVIDIA's Warp-optimized kernels. Matlantis is further enhancing its simulation capabilities with the introduction of LightPFP, a lightweight simulation potential that scales effectively to industrial demands and integrates seamlessly with the NVIDIA ALCHEMI Toolkit-Ops. The partnership aims to accelerate research and development cycles in materials discovery while maintaining high standards of accuracy and performance.

• NVIDIA (NasdaqGS:NVDA) last closed at $196.51 up 3.8%.

In other market news, Credo Technology Group Holding (NasdaqGS:CRDO) was trading firmly up 18.7% and closing at $159.52. Two days ago, the company discussed its proposed acquisition of DustPhotonics. At the same time, Phison Electronics (TPEX:8299) softened, down 7.7% to end trading at NT$1,625.00.

NVIDIA is well-placed to capitalize on AI demand but faces complex external challenges. Click to explore in-depth how these dynamics shape NVIDIA's future.

In our Market Insights article titled "What the Next 25 Years Will Look Like," we highlighted key trends in AI-driven automation and their potential impact on the AI chip industry—make sure you catch up while these insights are still fresh.

Best AI Chip Stocks

• Micron Technology (NasdaqGS:MU) settled at $465.66 up 9.2%, not far from its 52-week high.
• Advanced Micro Devices (NasdaqGS:AMD) settled at $255.07 up 3.3%, hovering around its 52-week high.
• Broadcom (NasdaqGS:AVGO) closed at $380.78 up 0.3%. Two days ago, Broadcom and Meta announced a strategic partnership to develop AI accelerator chips and expand AI infrastructure until 2029.

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Sources:

• Simply Wall St
• "Matlantis Accelerates Materials Discovery with NVIDIA ALCHEMI Toolkit" from Matlantis on GlobeNewswire (published 15 April 2026)

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