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AI Supercomputing for Next-Generation Semiconductor Design and Manufacturing

12:00 pm - 12:20 pm

Next-generation AI and accelerated computing are revolutionizing how semiconductors are designed, built, packaged, and tested. In this keynote, NVIDIA General Manager (GM) Industrial and Computational Engineering, Tim Costa, will explore how AI supercomputing enables a new era of smart manufacturing—from AI-driven chip design and physics-accurate simulation to autonomous robotics, photorealistic fab digital twins, and data-driven yield optimization across the production lifecycle. We’ll demonstrate how physical AI and GPU-accelerated workflows compress design cycles and boost yields across wafer fabrication. Central to this transformation is the AI Factory—a modern datacenter architecture delivering the compute scale needed to unify semiconductor R&D and front-end manufacturing, enabling real-time analytics, faster yield learning, and closed-loop optimization. Together, these advances are reshaping the semiconductor value chain, driving unprecedented speed, precision, and competitiveness for the industry’s next decade.

Featured Speakers

Timothy-Costa

Timothy Costa

General Manager, Industrial and Computational Engineering, NVIDIA

Dr. Timothy Costa is ​the General Manager (GM) for Industrial and Computational Engineering at NVIDIA, where he spearheads the strategic development and implementation of solutions for these critical industries.

Tim holds a Doctor of Philosophy (Ph.D.) in Mathematics, focusing on numerical methods for modeling fluids and semiconductors. 

At NVIDIA, Tim has held several leadership positions. Currently, he leads the Semiconductor, Industrial Engineering and Quantum verticals, as well as the CUDA-X product line. Previously, he was Director of HPC Software and Quantum, where he built the NVIDIA Quantum platform, managed the CUDA libraries product line, and launched the NVIDIA HPC SDK. He has played a key role in shaping NVIDIA's scientific computing offerings and driving innovation in the Quantum Computing industry.  

As General Manager (GM), Industrial and Computational Engineering, Tim's focuses on leveraging NVIDIA's accelerated computing technology and AI solutions to address the complex challenges faced by industrial and semiconductor customers.