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Solutions

The Verification Academy Solutions section delivers focused insights into key market segments and verification products that address today’s emerging challenges. Explore how advanced technologies and methodologies—spanning functional verification, safety, security, and more—are applied to solve real-world design problems. This curated content brings together best practices, expert perspectives, and proven tools to accelerate verification success.
Techniques

Safety & Security

Methodology

All Solutions
Techniques

Design for Test Verification

Safety & Security

Functional Safety

Methodology

Unified Coverage

Verification Threading

Design for Test Verification

Accelerating DFT Sign-Off with Questa One

Tackling Emerging DFT Verification Challenges with Questa One

Functional Safety

Functional Safety for ISO 26262

Functional Safety for DO-254

Unified Coverage

Questa One Unified Coverage Solution: Transforming Verification Through Intelligence

Boost Your Verification Productivity with Questa Verification IQ

Coverage Closure Acceleration Using Collaborative Verification IQ Tool

Verification Threading

Questa One VeriThreader: Rethinking Verification Traceability for Modern Systems

Functional Safety for ISO 26262

Accelerated Assurance with Questa One Functional Safety

Functional Safety for DO-254

Introduction to DO-254
Topics

The Verification Academy offers users multiple entry points to find the information they need. One of these entry points is through Topic collections. These topics are industry standards that all design and verification engineers should recognize. While we continue to add new topics, users are encourage to further refine collection information to meet their specific interests.
UVM

Simulation & Debug

Methodology & Standards

Questa Design Solutions

Verification Management & IP

All Topics
UVM

UVM

UVM Connect

UVM Framework

SystemVerilog

Simulation & Debug

AI/ML

Debug

Simulation

Methodology & Standards

Coverage

FPGA Verification

Functional Safety

Low Power

Portable Stimulus

Questa Design Solutions

Clock-Domain Crossing

Formal Verification

Reset-Domain Crossing

Verification Management & IP

Verification IQ

Verification IP

Verification Planning

UVM

Functional Verification of Digital Logic

Introduction to UVM

UVM Basics

UVM Debug

Advanced UVM

SystemVerilog

SystemVerilog OOP for UVM Verification

Improving Your SystemVerilog Language and UVM Methodology Skills

An Introduction to Unit Testing with SVUnit
Cookbooks

Find all the methodology you need in this comprehensive and vast collection. The UVM and Coverage Cookbooks contain dozens of informative, executable articles covering all aspects of UVM and Coverage.
Coverage

UVM

Guidelines & Migration

SystemVerilog/SystemC Interoperability

UVM Testbench Acceleration through Co-Emulation

All Cookbooks
Coverage

Coverage Metrics and Process (Theory)

Coverage Examples (Practice)

Appendices

UVM

UVM Basics

UVM Testbench

UVM Configuring a Test Environment

UVM Analysis Components & Techniques

UVM End of Test Mechanisms

UVM Sequences

UVM Messaging System

UVM Register Abstraction Layer

UVM Debugging

Guidelines & Migration

Coding & Performance

Class Reference

Code Examples

Deployment

Migration

SystemVerilog/SystemC Interoperability

UVM Connect

UVMC Connections

UVMC Conversion

UVMC Command API

UVM Testbench Acceleration through Co-Emulation

Emulation

Separate Top-Level Modules

Split Transactors

Back Pointers

Defining an API

Emulation-Ready Testbench Examples

Coverage Metrics and Process (Theory)

What is Coverage

Kinds of Coverage

Code Coverage Metrics

Functional Coverage Metrics

Specification to Test Plan

Executable Test Plan Format

Testplan to Functional Coverage

Design For Analysis

Coverage Examples (Practice)

Bus Protocol Coverage

APB3 Protocol Test Plan

APB3 Protocol Monitor

Block Level Functional Coverage Example

UART Example Test Plan

UART Example Covergroups

Datapath Example

BiQuad IIR Filter Test Plan

BiQuad IIR Filter Example Covergroups

System Level Functional Coverage Example

Appendices

Requirements Writing Guidelines

UVM Basics

UVM Components

UVM Factory

UVM Phasing

UVM Driver

UVM Monitor

UVM Agent

UVM Sequences

UVM Sequence Items

UVM Configuration Database

UVM Packages

UVM Testbench

Testbench Architecture

Testbench Build

Sequence Driver Connection

Block Level Testbench

Integration Level Testbench

Dual Top Architecture

UVM Configuring a Test Environment

Testbench Configuration

Configuring Sequences

Using a Parameter Package

Accessing Configuration Resources from a Sequence

Macro Cost-Benefit Analysis

UVM Analysis Components & Techniques

Analysis

Analysis Port

Analysis Connections

Predictors

Scoreboards

Metric Analyzers

Post-Run Phases

UVM End of Test Mechanisms

End of Test

Objections

UVM Sequences

Sequences

Sequence API

Driver Sequence API

Overriding Sequences and Sequence Items

Virtual Sequences

The Sequence Library

Arbitrating Between Sequences

UVM Messaging System

Messaging

Using Messaging

UVM Report Catcher

Testing Message Status

Command-Line Verbosity Control

Messaging in Sequences

UVM Register Abstraction Layer

C-Based Stimulus

Register Package

Register Model & Structure

Complex Address Maps

Specifying Registers

Register Layer Adapter

Integrating a UVM Register Model in a Testbench

UVM Debugging

Built in Debug

Reporting Verbosity

Command Line Processor

Coding & Performance

SystemVerilog

UVM

Class Reference

UVM 1.2

UVM 1.1d

UVM 1.1c

UVM 1.1b

UVM 1.1a

Deployment

UVM Verification Component

Package Organization

Questa Compiling UVM

Migration

UVM Migration

OVM Migration

Sequences

UVM Sequence Items

UVM Configuration Database

Sequence API

Sequence Driver Connection

Driver Sequence API

Generating Stimulus with UVM Sequences

Overriding Sequences and Sequence Items

Virtual Sequences

Virtual Sequencers (Not Recommended)

Hierarchical Sequences

The Sequence Library

Sequence-Driver Use Models

Unidirectional Protocols

Bidirectional Protocols

Pipelined Protocols

Arbitrating Between Sequences

Sequence Priority

Locking or Grabbing a Sequencer

Slave Sequences (Responders)

Wait for a Signal

Interrupt Sequences

Stopping a Sequence

Layering Sequences

Integrating a UVM Register Model in a Testbench

Overview

Implementation

SystemVerilog

Coding Guidelines

Performance Guidelines

UVM

Coding Guidelines

Performance Guidelines

UVM Migration

Migrating to UVM 1800.2

Migrating to UVM 1.2

OVM Migration

Migrating from OVM to UVM

Deprecated Code

Sequence Library

Phase Aware

Convert Phase Methods
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When Thousands of RDC Violations aren’t Real: Making RDC Verification Smarter

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Verification IP: Why Design Teams Buy Instead of Build

Why DFT Verification Signoff Is the Hidden Risk Threatening Your Next Tapeout

PCI Express 8.0: Powering AI, Cloud, and HPC with Transformative Interconnect Technology

DVCon US Keynote: Why Verification Must Evolve in the Convergence Era

Beyond Simulation: Unlocking Absolute Certainty in Hardware Design with Formal Verification

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Introducing BUGGED OUT — A New Bite-sized Podcast for Verification Engineers

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Debug

Faster Debug of Complex Testbenches using Visualizer

Win the Tick to Trade Race by Root Causing Bugs Faster with QuestaSim

Prevent Performance Problems with Prompt RTL Profiling

Accelerate Development Using Advanced Debugging Approaches

Formal Verification

AI Assisted FPU Verification Using Questa One SFV

HLV: Formal Verification of Synthesizable C++/SystemC Designs and Prove Equivalency with RTL Code

Generating SystemVerilog Assertion (SVA) Properties with Property Assist

Streamlining FPU Verification with an Alternative to C-reference Model Approaches

Explore How to Protect Against Data Corruption with Formal Security Verification

Questa Formal Verification IP AMBA: Achieve Protocol Compliance in Designs

Functional Verification Workflow for Trusted and Assured Microelectronics

FPGA Verification

Full Spectrum Equivalence Checking: From C++ to the FPGA Bitstream

Securing your FPGA Design from RTL through to the Bitstream

Improving FPGA Safety and Security Compliance: FPGA Equivalence Checking from RTL to the Bitstream

Bringing Model-based Systems Engineering to IC and FPGA Design

ModelSim to Questa - Productivity Features

Functional Safety

Enhancing Automotive Safety Verification Using Questa One Sim FX

Enhancing Defect Coverage in DFT

Safety Analysis for Automotive Chips Based on ISO 26262

An End-to-End Functional Safety Solution for Automotive ICs Based on ISO 26262

Union of SoC Design & Functional Safety FlowUnion of SoC Design & Functional Safety Flow

Languages

VHDL

SystemVerilog

Questa Design Solutions

Resolve Metastability: Improve Your Clock Domain Crossing Verification with Questa CDC

Don’t Miss CDC Bugs in Low Power Designs!: Formal Meets Power Aware CDC

Supercharge your CDC & RDC Analysis with The Power of AI/ML

Simulating CDC Reconvergence: Validating Robustness with Questa One Sim's Metastability Injection

Breaking Silos: Creating Synergetic Flows for Next-Gen Verification

Improving Designer Productivity and Enabling Faster RDC Verification Closure with Machine Learning

New Advanced Techniques for Reset Domain Crossing (RDC) Analysis

Continuous Integration (CI) Driving Efficient Program Execution

Questa Design Solutions as a Sleep Aid

Applying Machine Learning to Accelerate CDC Analysis

Simulation

Close Coverage Faster with Questa One Sim's Unreachability Analysis

Constrained Randomization and Functional Coverage in Questa One Sim with UVVM

Improving Verification Productivity Using Questa One Sim

Accelerating Functional Coverage with Questa One CX

Tackling Emerging DFT Verification Challenges with Questa One

Faster Debug Using QuestaSim Interactive Coverage Analysis

Unlocking the Power of QuestaSim and Visualizer Integration

Productivity in the Questa Simulation Flow

Verification IP

Breaking Bandwidth Barriers in the AI Era: Scaling PCIe with Retimers and Optical Innovation

Shift-Left Compute Subsystem RTL Sign-Off with Software Aware VIP

Securing Next-Generation Interconnects: PCIe® Gen7 Security Verification

Ultra Accelerator Link (UALink) Verification: A Deep Dive with Siemens Avery Verification IP

Breaking Barriers: Ethernet 1.6T, Infiniband, UALink, and UEC Verification for Next-Gen Connectivity

PCIe Gen7 Verification with Siemens Avery Verification IP

Verifying the Next Generation High Bandwidth Memory Controllers for AI and HPC Applications

The Future of Multi-Die System Verification with UCIe

Verification IQ

From Apps to Orchestration: Agentic AI for Autonomous RTL Signoff with Questa One Agentic Toolkit

Streamlining Requirements Traceability using Questa Verification IQ Testplan Author

Smart Debug: Accelerate Root Cause Analysis and Reduce Debug Turnaround Time with Questa Verification IQ Regression Navigator

Smart Regression: Optimize Regression Efficiency Using Questa Verification IQ Regression Navigator

Boost Your Verification Productivity with Questa Verification IQ

Questa Verification IQ: Boost Verification Predictability and Efficiency with Big Data

Verification Planning

Solving the Semiconductor Verification Crisis: From Problem to Productivity

Functional Verification Study - 2022

The Three Pillars of Intent-Focused Insight

Trends in Functional Verification

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North America - 2026

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Siemens EDA at DAC 2026

Intelligence Between the Runs: Agentic AI for Feedback-Driven Verification

Agentic AI and the Rise of the Design and Verification Scientist

Realize LIVE 2026

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May 2024

Developing "Safe" AI Hardware
Machine Learning May 07, 2024 Shaumik Ganguly Conference

April 2024

New AI Horizons in Static & Formal Verification
Formal Verification Apr 24, 2024 Dan Yu mp4
New AI Horizons in Static & Formal Verification
Formal Verification Apr 24, 2024 Dan Yu pdf

October 2023

Smart Verification, Faster is not enough!
Machine Learning Oct 30, 2023 Harry Foster pdf
MARLUG - 2023
Machine Learning Oct 30, 2023 Harry Foster Seminar

June 2023

Decoding LLM Hallucinations: Insights and Taming them for EDA Applications
Machine Learning Jun 15, 2023 Dan Yu link
When it Comes to Artificial Intelligence and Machine Learning, Siemens Has You Covered
Machine Learning Jun 14, 2023 Tom Fitzpatrick pdf

February 2023

Big Data for Verification – Inspiration from Large Language Models
Machine Learning Feb 24, 2023 Dan Yu link

March 2021

Early Design Validation AI Accelerator’s System Level Performance Using An HLS Design Methodology
High-Level Synthesis Mar 31, 2021 Michael Fingeroff - Siemens Eda pdf
Early Design & Validation of an AI Accelerator’s Performance Using an HLS Design Methodology
High-Level Synthesis Mar 31, 2021 Michael Fingeroff Seminar

March 2020

AI-Based Sequence Detection
Machine Learning Mar 01, 2020 Asif Ahmad, Abhishek Chauhan - Agnisys Article

July 2019

An Emulation Strategy for AI and ML Designs
Machine Learning Jul 15, 2019 Vijay Chobisa Conference
An Emulation Strategy for AI and ML Designs
Machine Learning Jul 15, 2019 Vijay Chobisa pdf
Tessent: DFT Enablement for AI Devices
Machine Learning Jul 15, 2019 Geir Eide Conference
Tessent: DFT Enablement for AI Devices
Machine Learning Jul 15, 2019 Geir Eide pdf

June 2018

The Automotive Digital Twin: Hardware, Hybrid, Virtual or Virtually Impossible
Functional Safety Jun 20, 2018 Bryan Ramirez Conference

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