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2026-07-14

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Functional Verification ASIC Design SystemVerilog Testbench Universal Verification Methodology (UVM) Coverage-Directed Generation (CDG) Stimulus Generation Constraint-Based Random Test Generation RTL (Register Transfer Level) Genetic Algorithm (GA) Cell-Based Genetic Algorithm (CGA) Feedback-Adjusted Markov Model Recurrent Neural Network (RNN) Bayesian Network Reinforcement Learning (RL) Graph Neural Network (GNN) Static Code Analysis Natural Language Processing (NLP) Constraint Logic Programming (CLP) Biased-Random Simulation Pseudo-Random Generator (PRG) Constraint Optimization Hierarchical Learning Explainable AI (XAI) Formal Verification Transfer Learning StressTest Unified Coverage Database (UCDB) Coverage Closure Microprocessor Verification Device Under Verification (DUV) State Space Explosion Reward Shaping Assertion Coverage Abstract State Machine (ASM) 8051 Soft Core Processor Bhavin Shah Wagner, Ilya Fajcik, Martin Fine, S. Ziv, A. Goloubeva, O. Samarah, et al. Habibi, Ali Tahar, Sofiène Zeng, Z. AI based SystemVerilog TB generation Microprocessor Verification via Feedback-Adjusted Markov Models Automation of Processor Verification Using Recurrent Neural Networks Automation and Optimization of Coverage-driven Verification A Functional Validation Technique: Biased-Random Simulation Guided by Observability-Based Coverage Automatic Generation of Validation Stimuli for Application-Specific Processors Design and Verification of SystemC Transaction-Level Models Coverage Directed Test Generation for Functional Verification Using Bayesian Networks Techvulcan Inc IEEE Zeng, Z.