Giuseppe Di Guglielmo

Computer Science · Physical Sciences

20h-index1.3kcitations123works1.02yr avg
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Research Topics

Embedded Systems Design Techniques(29), Parallel Computing and Optimization Techniques(26), Formal Methods in Verification(22), Software Testing and Debugging Techniques(20), Particle Detector Development and Performance(19)

Publications121 total

Machine Learning on Heterogeneous, Edge, and Quantum Hardware for Particle Physics (ML-HEQUPP)
arXiv (Cornell University)·2026Open Access
Machine Learning on Heterogeneous, Edge, and Quantum Hardware for Particle Physics (ML-HEQUPP)
arXiv (Cornell University)·2026Open Access
On-chip probabilistic inference for charged-particle tracking at the sensor edge
arXiv (Cornell University)·2026Open Access
On-chip probabilistic inference for charged-particle tracking at the sensor edge
ArXiv.org·2026Open Access
hls4ml: A Flexible, Open-Source Platform for Deep Learning Acceleration on Reconfigurable Hardware
ArXiv.org·2025Open Access
Sensor Co-design for $\textit{smartpixels}$
arXiv (Cornell University)·2025Open Access
wa-hls4ml: A Benchmark and Surrogate Models for hls4ml Resource and Latency Estimation
2025Open Access
In-pixel integration of signal processing and machine learning based data filtering for particle tracking detectors
2025Open Access
Even Higher-Level Synthesis: An Exploration of AI Hardware Accelerators using HLS4ML
2025Open Access
Fast Machine Learning for Quantum Control of Microwave Qudits on Edge Hardware
arXiv (Cornell University)·2025Open Access
wa-hls4ml and lui-gnn: A benchmark and GNN-based surrogate model for hls4ml resource and latency estimation
2025Open Access
wa-hls4ml and lui-gnn: A Benchmark and GNN based Surrogate Model for hls4ml Resource and Latency Estimation
2025Open Access
End-to-end workflow for machine learning-based qubit readout with QICK and hls4ml
arXiv (Cornell University)·2025Open Access
Machine learning for arbitrary single-qubit rotations on an embedded device
Quantum Machine Intelligence·2025· 1 cited
Sensor co-design for Smartpixels
2025Open Access
End-to-End Workflow for Machine-Learning-Based Qubit Readout With QICK and hls4ml
IEEE Transactions on Quantum Engineering·2025· 1 citedOpen Access
EPOCHS-1: A 12 nm Highly Heterogeneous Open-Source SoC With Distributed Coin-Based Power Management and Integrated Hybrid Voltage Regulation
IEEE Journal of Solid-State Circuits·2025
Intelligent pixel detectors: towards a radiation hard ASIC with on-chip machine learning in 28nm CMOS
2024Open Access
Machine Learning for Arbitrary Single-Qubit Rotations on an Embedded Device
arXiv (Cornell University)·2024Open Access
WOLT: Transparent Deployment of ML Workloads on Lightweight Many-Accelerator Architectures
2024
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Frequent Co-authors

Luca P. Carloni(25), Graziano Pravadelli(20), Franco Fummi(18), Paolo Mantovani(13), Christian Pilato(9), Luca Piccolboni(8), C. Marconcini(7), Emilio G. Cota(6), Nhan Viet Tran(5), Luigi Di Guglielmo(5), Davide Giri(4), J. Duarte(4), Vladimir Lončar(4), J. Ngadiuba(4), M. Pierini(4), Dylan Rankin(4), Z. Wu(4), Philip Harris(4), Masahiro Fujita(4), Joseph D. Zuckerman(3)