…This white paper focuses on system pathfinding, memory utilization & coherency, and power/thermal management. A key to successful multi-die design is a virtual prototyping environment for early architecture exploration. This environment…
…and 3D integration, die-to-die interconnect standards, thermal management, and co-optimization across packaging and silicon. The conference reflects the growing importance of system technology co-optimization (STCO), where performance, power…
…As compute performance scales, the bottlenecks have shifted toward data movement, power efficiency, and system integration. By combining high-speed IP, agentic AI-driven design tools, and advanced packaging technologies, Synopsys and…
…communication systems, power electronics, and harsh-environment applications. However, ensuring their long-term reliability under elevated temperatures remains a critical challenge. A key area of research focuses on the thermal robustness of…
…Power usage effectiveness (PUE) is under pressure from both an economic and a sustainability standpoint. Better thermal interfaces help the whole system run more efficiently, and that has direct operational cost implications…
…These include being awarded best paper 2018 for the IEEE Journal Transactions on Power Electronics paper “High Temperature Electrical and Thermal Aging Performance and Application Considerations for SiC power DMOSFETs”. He led…
…These techniques allow for metal-to-metal die connections that significantly reduce latency and power while increasing interconnect bandwidth. Though more complex and costly due to thermal modeling and bonding challenges, 3D…
…bits, all of which demand higher precision and potentially higher power. These realities must be considered alongside the modulation choice, packaging strategy, and thermal constraints. No clear implementation advantage for either approach…
…High-performance SoCs that handle AI workloads consume more power, impacting energy efficiency, particularly in electric vehicles. 3D ICs introduce thermal management challenges that require effective cooling methods to ensure reliability and…
…silicon nodes, advanced packaging architectures, substrate materials, platform PCBs, power-delivery networks, thermal behavior, manufacturing variation, firmware response, system validation, and long-term lifecycle reliability. The semiconductor industry has become extremely capable…