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John Lee

Three-dimensional integrated circuits (3D-ICs) are revolutionizing the semiconductor industry. Manufactured by stacking and interconnecting dies so they perform as a single device, 3D-ICs deliver more capabilities by offering higher performance and bandwidth — while also reducing power consumption, package size and costs. However, 3D-ICs present tough design challenges to engineers. Significantly larger than a single-chip system on a chip (SoC), these assemblies have more components, more integration points and longer interconnects, that translate to new risks for high-frequency signal failure, reliability, and other performance issues such as thermal buildup. As the lines between silicon and system continue to blur, engineers must conduct concurrent, multivariate analysis to assess every possible failure mode ― not only at the component level, but also across the entire 3D-IC assembly ― a technical obstacle for many development teams accustomed to applying a series of single-physics engineering simulation tools in a sequential approach. 3D-ICs are assembled in a complex package using a serial analysis approach that doesn’t take into account system-level interactions, as well as the many thousands of bump connection points where something can go wrong. By contrast, concurrent, multivariate simulation and analysis takes into account all physics simultaneously from the earliest prototyping stages of design. Most semiconductor development teams not only lack the technical tools to perform this complex simulation and analysis, but they also face cultural obstacles as they undertake system-level analysis. Diverse teams working with disparate tools simply aren’t equipped to perform seamless handoffs and collaborate effectively on a complex 3D IC design from an early stage. Instead, they scramble to address system-level issues later when launch delays are likely, the cost of rework is high and their positive contributions to the design are diminished. The Value of a True Multiphysics, Multivariate Approach As market demand for 3D-ICs increases, semiconductor development teams need a single simulation platform that enables simultaneous multiphysics analysis — including power integrity, reliability, electromagnetics (EM), thermal, computational fluid dynamics (CFD) and mechanical studies ― across the entire assembly. A unified simulation platform that brings together best-in-class solutions for every physics enables semiconductor engineers to collaborate across functions, seamlessly hand off analysis tasks between engines, and partner to optimize 3D-IC designs across every performance parameter. Costly surprises from signal integrity to thermal conductivity and structural strength are far less likely when the team reaches physical assembly to help ensure on-time, cost-effective product launches. An example of simultaneous multivariate analysis of a chip stack showing both thermal gradients and mechanical stress/warpage of the package at an early prototyping stage. By contrast, applying multiple physics sequentially can lead to ongoing and expensive setbacks. For example, as one team resolves signal integrity issues, another team could discover that timing failures or thermal risks have arisen. It’s not only back to the drawing board, but back to a series of time- and resource-intensive handoffs across disconnected simulation and analysis tools, as well as across functional boundaries. The Importance of Considering Novel Physics Because the pressure is on to launch innovative 3D-IC designs rapidly, development teams might be tempted to focus on existing signoff metrics ― which are complicated enough, across today’s multi-die assemblies — but overlook the application of more novel physics. This is a mistake that can result in failures in the field, product recalls, warranty expenses and lasting damage to the brand reputation. To achieve full product confidence across the entire 3D-IC system, semi engineering teams need a solution set and associated best practices that make it fast and intuitive to not only optimize performance and cost, but to concurrently analyze novel physics that will impact electrical reliability, mechanical stability and thermal failure modes. The number of physical effects that need careful simulation has risen in lockstep with Moore’s Law and has increased even more for 3D-IC design. The use of a single, connected platform enables this kind of true multiphysics analysis. A multiphysics platform should interface with popular design systems, and be extensible by Python API's to the user and to other vendors. For example, engineers can check the thermal behavior and the likelihood of melting and local failures of each solder bump based on the electrical current it carries. The engineers can apply computational fluid dynamics to evaluate how well airflows generated by fans and heat sinks work to cool down the assembly. They can maximize system reliability by examining unfamiliar effects like low-frequency power oscillations on the distributed power supply network. Best of all, a unified and purpose-built simulation platform enables semiconductor development teams to conduct all these studies simultaneously to rapidly reveal design trade-offs that arise when many elements are brought together in a complex assembly. Only this type of multiphysics, multivariate, concurrent approach enables engineering teams to reach all their goals for speed, confidence, innovation and product performance as 3D-IC designs take over the global market. Supporting a Culture of Vertical Integration Global leaders in the semiconductor and electronics industries benefit from a culture and organizational model based on vertical integration, which supports high levels of design collaboration. It can be tough for horizontally integrated, smaller companies to establish this depth of collaboration. Customers require open and extensible platforms that support a broad range of analysis tools across many different abstraction levels – from device to chip to board to system. The right simulation technology platform can significantly help. A shared platform that brings cross-functional engineering teams together for simultaneous, not sequential, multiphysics design can make it easy and seamless to collaborate across functional boundaries and support excellence in every aspect of power, performance, reliability and cost. By balancing these foundational performance aspects with simultaneous optimizations of temperature, mechanical stress and other subtle effects, semiconductor engineering teams can position themselves as leaders, not followers, in the 3D-IC revolution. Learn More at the Ansys IDEAS Digital Forum Register for Ansys IDEAS Digital Forum on demand to learn more about 3D-IC best practices from leading industry experts (www.ansys.com/ideas). John Lee is General Manager of the Electronics and Semiconductor Business Unit at Ansys.
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Throughout the current millennium, System-on-Chip (SoC) has been the gold standard for optimizing performance and cost of complete electronic systems. By incorporating practically all the phone’s digital plus analog capabilities onto a single, giant chip, the mobile phone processor serves as a near-perfect exemplar of SoC. But today’s leading integrated circuits (IC) are pushing up against the upper limit of a chip’s size which is limited by the manufacturing equipment’s optical reticle size. This has proven difficult to increase and has grown only slowly over the years. Yet market pressure continues unabated for bigger, more capable electronic systems with more integrated memory, more digital logic, and more analog/mixed signal circuitry. An emerging solution to this tension is 3D and 2.5D multi-die chip assemblies – often referred to as 3D-IC. The key technology breakthrough of 3D-IC is that it makes it possible to spread a system out over multiple, smaller chips that are then assembled close together and interconnected with high-speed, low-power interconnect technologies. By abandoning the need to integrate an entire system on a single SoC and instead allowing it to be disaggregated over multiple chips, 3D-IC enables Moore’s Law to break through the reticle size barrier, improves yield by shrinking the size of individual chips, and makes it possible to mix different process technologies optimized for each function. The Four Engines Driving Semiconductor Design The road forward is not without its challenges, however, and we are seeing design companies making significant efforts to adapt and come to grips with the following four technology and market drivers: The requirement for concurrent multiphysics analysis to ensure reliable and efficient electronic systems The blurring of the lines between silicon and system The need for open and inclusive multiphysics platforms that interoperate with the multitude of design platforms The need for, and value of, bespoke silicon for hyperscalers and system companies Blurring of Silicon and System Design The advent of 3D-IC opens up new horizons for solutions that can be implemented in silicon. But it also forces a closer integration between two distinct technology markets that have co-existed symbiotically for many decades: IC design and printed circuit board (PCB) design. These markets use different tools, different data formats, different manufacturing back-ends, operate at different computational and geometric scales, and focus on different physical concerns. Yet, 3D-ICs share many aspects of both markets: They include monolithic chips but also board-like substrates to stitch the chips together. And in between the two disciplines is packaging, a completely different domain that is requiring companies to re-imagine their design capabilities and flows, as well as their organizational structure. Open, Extensible Multiphysics Platforms The siloed isolation of chip design from PCB design and package design means that each of these markets has developed insular data structures that are ill-suited to deal with the breadth of multiphysics analysis for 3D-IC design. Many different physical disciplines, including computational fluid dynamics, mechanical stress, and electromagnetic radiation, all need to work together based on open and extensible multiphysics platforms. These platforms must embrace the modern cloud compute paradigm and enable an ecosystem by allowing individual design platforms to connect for comprehensive multiphysics analysis. Bespoke Chips Today’s market-leading companies are heavily dependent on technology for their continued success and market differentiation. Everybody from online retailers to telecommunications to social networking companies and hyperscalers are moving away from off-the-shelf solutions and turning to custom-built silicon to give them an edge. Many of these companies are seeking to gain market share by leveraging proprietary AI/ML algorithms trained on their extensive troves of market data – but this requires huge amounts of compute power and specialized chips. Access to high-quality silicon solutions is vital in today’s world and the demand is for continually more complex and powerful electronics. 3D-IC an Inflection Point in Electronic Design To be sure, 3D-IC design is at an inflection point in electronic design and presents major challenges that are realigning the electronic design industry around this new reality. For more insights on this topic from a semiconductor industry leader, please view the Keynote Address 2.5D and 3D – The Road Ahead by Vicki Mitchell, VP Engineering, Arm Central Engineering Systems Group presented at the latest Ansys IDEAS Forum. And for an EDA perspective, please view Successful 2.5D and 3D Multi-die Silicon System Design Using Synopsys’ 3DIC Compiler and Ansys’ Multiphysics Analysis from Synopsys SNUG World 2021. About John Lee John Lee is general manager and vice president of the Ansys Electronics and Semiconductor Business Unit. Lee co-founded and served as CEO of Gear Design Solutions (now Ansys), developer of the first purpose-built big data platform for integrated circuit design. He cofounded two other startups (Mojave Design and Performance Signal Integrity), which successfully exited into companies now part of Synopsys. He holds undergraduate and graduate degrees from Carnegie Mellon University.
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