G. Di Guglielmo

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个人简介

Embedded system verification: Verification techniques for embedded systems at different abstraction levels, with particular emphasis on: - Static verification - Dynamic verification - Semi-formal verification - Hybrid and real-time systems

研究兴趣

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Sensor Co-Design for Smartpixels

Benjamin Parpillon, Anthony Badea,Alice Bean,Doug Berry,Jennet Dickinson,Karri DiPetrillo,Farah Fahim, Cristian Gingu, Lindsey Gray,Giuseppe Di Guglielmo, David Jiang, Rachel Kovach-Fuentes, Petar Maksimovic,Corrinne Mills,Mark Neubauer, Danush Shekar,Morris Swartz,Chinar Syal, Nhan Tran,Jieun Yoo

Sensor co-design for Smartpixels (2025)

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Wa-Hls4ml and Lui-Gnn: A Benchmark and GNN Based Surrogate Model for Hls4ml Resource and Latency Estimation

Benjamin Hawks, Dennis Plotnikov, Nhan Tran, Karla Tame-Narvaez, Mohammad Mehdi Rahimifar, Hamza Ezzaoui Rahali, Audrey C. Therrien,Giuseppe Di Guglielmo,Javier Duarte,Vladimir Loncar

Symposium on Field Programmable Gate Arrays (2025)

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End-to-end Workflow for Machine Learning-Based Qubit Readout with QICK and Hls4ml

Giuseppe Di Guglielmo, Botao Du, Javier Campos,Alexandra Boltasseva, Akash V. Dixit,Farah Fahim, Zhaxylyk Kudyshev, Santiago Lopez, Ruichao Ma,Gabriel N. Perdue, Nhan Tran, Omer Yesilyurt, Daniel Bowring

CoRR (2025)

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Radiation-Hard Smart-Pixel Detector ASIC ReadOut with Digital AI in 28Nm

Benjamin Parpillon, Anthony Badea,Chinar Syal,Corrinne Mills, Douglas Berry,Farah Fahim,Giuseppe Di Guglielmo,Jennet Dickinson,Jieun Yoo, Jim Hirschauer, Karri Di Petrillo,Lindsey Gray, Manuel Valentin,Morris Swartz,Nhan Tran,Petar Maksimovic

Radiation-Hard Smart-Pixel Detector ASIC ReadOut with Digital AI in 28nm (2024)

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Enhanced Machine-Learning Flow for Microwave-Sensing Systems to Detect Contaminants in Food

Bernardita Štitić,Luca Urbinati,Giuseppe Di Guglielmo,Luca P. Carloni,Mario R. Casu

IEEE Transactions on AgriFood Electronicspp.1-9, (2024)

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Smart Pixels: In-pixel AI for On-Sensor Data Filtering

Benjamin Parpillon,Chinar Syal,Jieun Yoo,Jennet Dickinson,Morris Swartz,Giuseppe Di Guglielmo,Alice Bean,Douglas Berry,Manuel Blanco Valentin,Karri DiPetrillo, Anthony Badea,Lindsey Gray,Petar Maksimovic,Corrinne Mills,Mark S. Neubauer,Gauri Pradhan,Nhan Tran, Dahai Wen,Farah Fahim

OSTI OAI (US Department of Energy Office of Scientific and Technical Information) (2024)

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Intelligent Pixel Detectors: Towards a Radiation Hard ASIC with On-Chip Machine Learning in 28 Nm CMOS

Anthony Badea,Alice Bean,Doug Berry,Jennet Dickinson,Karri DiPetrillo,Farah Fahim,Lindsey Gray,Giuseppe Di Guglielmo, David Jiang, Rachel Kovach-Fuentes,Petar Maksimovic,Corrinne Mills,Mark S. Neubauer,Benjamin Parpillon, Danush Shekar,Morris Swartz,Chinar Syal,Nhan Tran,Jieun Yoo

Proceedings of 42nd International Conference on High Energy Physics — PoS(ICHEP2024) (2024)

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Implementing Machine Learning Methods on QICK Hardware for Qubit Readout & Control

O. Yesilyurt, J. Campos,G. Di Guglielmo, A. Boltasseva, D. Bowring,G. Cancelo, B. Du, F. Fahim, C. Herwig, R. Ma, G. Perdue,V. Shalaev,L. Stefanazzi, N. Tran, S. Uemura

Implementing machine learning methods on QICK hardware for qubit readout &ampamp control (2023)

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Postdoctoral Fellow

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