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Researcher profile

Arun Venkitaraman

2 papers in the PaperMetrix corpus

Publications

Papers by this author

  1. Locality-aware Surrogates for Gradient-based Black-box Optimization

    2025 · arXiv (Cornell University)

    In physics and engineering, many processes are modeled using non-differentiable black-box simulators, making the optimization of such functions particularly challenging. To address such cases, inspired by the Gradient Theorem, we propose locality-aware surrogate models for …

  2. Schemato – An LLM for Netlist-to-Schematic Conversion

    2025

    Machine learning models are advancing circuit design, particularly in analog circuits. They typically generate netlists that lack human interpretability. This is a problem as human designers heavily rely on the interpretability of circuit diagrams or …