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20242026
most citedHey AI, Generate Me a Hardware Code! Agentic AI-based Hardware Design & Verification

10 citations · 24 across the 14 of their papers we have counts for

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9 papers · 1 filter

cs.AI2026

Knowledge Graphs, the Missing Link in Agentic AI-based Formal Verification

Vaisakh Naduvodi Viswambharan, Keerthan Kopparam Radhakrishna, Deepak Narayan Gadde +1

Recent advances in Large Language Models (LLMs) have enabled workflows that generate SystemVerilog Assertions (SVAs) from natural-language specifications, with the potential to acc…

cs.AI2026

Agentic AI-based Coverage Closure for Formal Verification

Sivaram Pothireddypalli, Ashish Raman, Deepak Narayan Gadde +1

Coverage closure is a critical requirement in Integrated Chip (IC) development process and key metric for verification sign-off. However, traditional exhaustive approaches often fa…

cs.AI2026

Saarthi for AGI: Towards Domain-Specific General Intelligence for Formal Verification

Aman Kumar, Deepak Narayan Gadde, Luu Danh Minh +3

Saarthi is an agentic AI framework that uses multi-agent collaboration to perform end-to-end formal verification. Even though the framework provides a complete flow from specificat…

cs.AI2025★ 10 cited

Hey AI, Generate Me a Hardware Code! Agentic AI-based Hardware Design & Verification

Deepak Narayan Gadde, Keerthan Kopparam Radhakrishna, Vaisakh Naduvodi Viswambharan +4

Modern Integrated Circuits (ICs) are becoming increasingly complex, and so is their development process. Hardware design verification entails a methodical and disciplined approach…

cs.AI2025

Saarthi: The First AI Formal Verification Engineer

Aman Kumar, Deepak Narayan Gadde, Keerthan Kopparam Radhakrishna +1

Recently, Devin has made a significant buzz in the Artificial Intelligence (AI) community as the world's first fully autonomous AI software engineer, capable of independently devel…

cs.AI2024

Analogous Alignments: Digital "Formally" meets Analog

Hansa Mohanty, Deepak Narayan Gadde

The complexity of modern-day System-on-Chips (SoCs) is continually increasing, and it becomes increasingly challenging to deliver dependable and credible chips in a short time-to-m…

cs.AI2024★ 3 cited

Generative AI Augmented Induction-based Formal Verification

Aman Kumar, Deepak Narayan Gadde

Generative Artificial Intelligence (GenAI) has demonstrated its capabilities in the present world that reduce human effort significantly. It utilizes deep learning techniques to cr…

cs.AI2024★ 5 cited

Efficient Stimuli Generation using Reinforcement Learning in Design Verification

Deepak Narayan Gadde, Thomas Nalapat, Aman Kumar +3

The increasing design complexity of System-on-Chips (SoCs) has led to significant verification challenges, particularly in meeting coverage targets within a timely manner. At prese…

cs.AI2024★ 1 cited

All Artificial, Less Intelligence: GenAI through the Lens of Formal Verification

Deepak Narayan Gadde, Aman Kumar, Thomas Nalapat +2

Modern hardware designs have grown increasingly efficient and complex. However, they are often susceptible to Common Weakness Enumerations (CWEs). This paper is focused on the form…