Heterogeneous Integration Productivity Optimization via Multi-AI Agent and Digital Twin Technology to Empower More-than-Moore

Technology Introduction:

This technology integrates Multi-AI Agents and Digital Twin platforms to address the high-coupling challenges for heterogeneous integration. By synergizing related core modules including Capacity Allocation, Lot-Start Optimization, and Cycle Time Reduction via Quantum Annealing and Reinforcement Learning technologies for global orchestration of decisions. This solution can enhance smart manufacturing from experience-based to data-driven and AI-empowered to enhance decision resilience and competitive advantage for Blue Lakes Strategy.

Industrial Applications:

This technology will integrate digital twins and multi-agent AI agents to support cross-site capacity allocation, high-frequency line-change scheduling, and supply chain risk simulation to empower heterogeneous integration contexts including IC substrate and advanced packaging. Through real-time simulation and intelligent decision for smart manufacturing, the system can enhance resource utilization, delivery accuracy, and production resilience to enhance vertical integration.

National Tsing Hua University

National Tsing Hua University (NTHU), established in 1911 and located in Hsinchu, Taiwan, is one of the top research universities in the country. NTHU offers a wide range of programs in fields such as engineering, science, management, and humanities. The university is known for its strong emphasis on innovation, research excellence, and fostering global perspectives. With a commitment to academic rigor and interdisciplinary collaboration, NTHU plays a key role in advancing knowledge and technological development, contributing to both Taiwan’s growth and the global academic community.