Blending Finite Element Methods and ML

Blending Finite Element Methods and ML
by Bernard Murphy on 01-23-2024 at 6:00 am

FEM mesh min

Finite element methods for analysis crop up in many domains in electronic system design: mechanical stress analysis in multi-die systems, thermal analysis as a counterpart to both cooling and stress analysis (eg warping) and electromagnetic compliance analysis. (Computational fluid dynamics – CFD – is a different beast which… Read More


AI in Verification – A Cadence Perspective

AI in Verification – A Cadence Perspective
by Bernard Murphy on 04-04-2023 at 6:00 am

Opening slide min

AI is everywhere or so it seems, though often promoted with insufficient detail to understand methods. I now look for substance, not trade secrets but how exactly they using AI. Matt Graham (Product Engineering Group Director at Cadence) gave a good and substantive tutorial pitch at DVCon, with real examples of goal-centric optimization… Read More


Machine Learning Applications in Simulation

Machine Learning Applications in Simulation
by Daniel Nenni on 10-27-2022 at 6:00 am

Xcelium ML min

Machine learning (ML) is finding its way into many of the tools in silicon design flows, to shorten run times and improve the quality of results. Logic simulation seemed an obvious target for ML, though resisted apparent benefits for a while. I suspect this was because we all assumed the obvious application should be to use ML to refine… Read More


Leveraging Simulation to Accelerate the Design of Plasma Reactors for Semiconductor Etching Processes

Leveraging Simulation to Accelerate the Design of Plasma Reactors for Semiconductor Etching Processes
by Kalar Rajendiran on 06-03-2022 at 6:00 am

Etching Processes

There is no shortage of reporting on the many technological advances happening within the semiconductor industry. But sometimes it feels like we hear less in the area of semiconductor manufacturing equipment than in the design and product arenas. That doesn’t mean that there is less happening there or what is happening there … Read More


WEBINARS: Board-Level EM Simulation Reduces Late Respin Drama

WEBINARS: Board-Level EM Simulation Reduces Late Respin Drama
by Don Dingee on 02-01-2022 at 6:00 am

Flat Z design and voltage ripple example in board-level EM simulation

Advanced board designs are fertile ground for misbehavior in time and frequency domains. Relying on intuition, then waiting until near-final product for power integrity (PI) or EMI testing almost guarantees board respins are coming. Lumped-parameter simulations of on-board power delivery networks (PDNs) struggle with … Read More


Fully Modeling the Semiconductor Manufacturing Process

Fully Modeling the Semiconductor Manufacturing Process
by Tom Simon on 07-14-2021 at 10:00 am

Modeling the Semiconductor Manufacturing Process

A lot of folks in the semiconductor business are familiar with Dassault Systèmes because of their product life cycle management (PLM) products for IC design. They are, of course well known in other industries as well for their 3D modeling and simulation software. Over the years they have added capabilities and intelligence to … Read More


Techniques and Tools for Accelerating Low Power Design Simulations

Techniques and Tools for Accelerating Low Power Design Simulations
by Kalar Rajendiran on 02-17-2021 at 10:00 am

Figure 1 for Synopsys Blog

I recently watched a webinar titled “How to accelerate power-aware simulation debug with Synopsys’ VC LP” that was presented by Ashwani Kumar Dwivedi senior applications engineer at Synopsys. Watching the webinar made me reminisce how design verification has evolved over the years. A long time ago, static verification started… Read More


Siemens PAVE360 Stepping Up to Digital Twins

Siemens PAVE360 Stepping Up to Digital Twins
by Bernard Murphy on 09-29-2020 at 6:00 am

Siemens PAVE360

The idea of a digital twin is simple enough. You use a digital model of a car, aircraft, whatever to test design ideas and prove your design will be robust across a wide range of scenarios before you commit millions of dollars and lives to proving out the real thing. As Siemens have accomplished in their PAVE360 platform. There are a … Read More


Webinar Replay – Insight into Creating a Common Testbench

Webinar Replay – Insight into Creating a Common Testbench
by Tom Simon on 06-04-2020 at 6:00 am

Common Tesbanch

These days the verification process starts right when the design process begins, and it keeps going well past the end of the design phase. Simulation is used extensively at every stage of design and can go a long way to help validate a design. However, for many types of designs, especially those that process complex data streams, … Read More


What’s New in CDC Analysis?

What’s New in CDC Analysis?
by Bernard Murphy on 04-06-2020 at 6:00 am

Validating assumptions in CDC constraints

Synopsys just released a white paper, a backgrounder on CDC. You’ve read enough of what I’ve written on this topic that I don’t need to re-tread that path. However, this is tech so there’s always something new to talk about. This time I’ll cover a Synopsys survey update on numbers of clock domains in designs, also an update on ways to… Read More