Hardware optimization for photonic time-delay reservoir computer dynamics. - Meng Zhang 023; Zhizhuo Liang; Z. Rena Huang (Neuromorph. Comput. Eng., 2023)

SCATTER: Algorithm-Circuit Co-Sparse Photonic Accelerator with Thermal-Tolerant, Power-Efficient In-situ Light Redistribution. - Ziang Yin; Nicholas Gangi; Meng Zhang 023; Jeff Zhang 001; Z. Rena Huang; Jiaqi Gu 002 (ICCAD, 2024)

TeMPO: Efficient Time-Multiplexed Dynamic Photonic Tensor Core for Edge AI with Compact Slow-Light Electro-Optic Modulator. - Meng Zhang 023; Dennis Yin; Nicholas Gangi; Amir Begovic; Alexander Chen; Zhaoran Rena Huang; Jiaqi Gu 002 (CoRR, 2024)

SimPhony: A Device-Circuit-Architecture Cross-Layer Modeling and Simulation Framework for Heterogeneous Electronic-Photonic AI System. - Ziang Yin; Meng Zhang 023; Amir Begovic; Zhaoran Rena Huang; Jeff Zhang 001; Jiaqi Gu 002 (CoRR, 2024)

ADEPT-Z: Zero-Shot Automated Circuit Topology Search for Pareto-Optimal Photonic Tensor Cores. - Ziyang Jiang; Pingchuan Ma 012; Meng Zhang 023; Z. Rena Huang; Jiaqi Gu 002 (ASP-DAC, 2025)

BOSON-1: Understanding and Enabling Physically-Robust Photonic Inverse Design with Adaptive Variation-Aware Subspace Optimization. - Pingchuan Ma 012; Zhengqi Gao; Amir Begovic; Meng Zhang 023; Haoyu Yang; Haoxing Ren; Z. Rena Huang; Duane S. Boning; Jiaqi Gu 002 (DATE, 2025)

MAPS: Multi-Fidelity AI-Augmented Photonic Simulation and Inverse Design Infrastructure. - Pingchuan Ma 012; Zhengqi Gao; Meng Zhang 023; Haoyu Yang; Mark Ren; Z. Rena Huang; Duane S. Boning; Jiaqi Gu 002 (DATE, 2025)