Fahim, Farah

1. How to Build a Quantum Supercomputer: Scaling from Hundreds to Millions of Qubits
   2024/11/15 by Masoud Mohseni, Mohseni, Masoud, Artur Scherer +103 · 5 voices · 32 citations
   Computer Science · #Quantum Computing Algorithms and Architecture #cond-mat.dis-nn #cs.AI #cs.DC #quant-ph
2. hls4ml: An Open-Source Codesign Workflow to Empower Scientific Low-Power Machine Learning Devices
   2021/03/09 by Farah Fahim, Fahim, Farah, Hawks, Benjamin +56 · 16 citations
   Computer Science · Decision Sciences · Materials Science · #FOS: Computer and information sciences #FOS: Physical sciences #Hardware Architecture (cs.AR) #Instrumentation and Detectors (physics.ins-det) #Machine Learning (cs.LG) #Machine Learning in Materials Science #Parallel Computing and Optimization Techniques #Scientific Computing and Data Management
3. End-to-end workflow for machine learning-based qubit readout with QICK and hls4ml
   2025/01/24 by Giuseppe Di Guglielmo, Botao Du, Di Guglielmo, Giuseppe +29 · 1 voice · 7 citations
   Computer Science · Physics and Astronomy · #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum many-body systems #cs.LG #quant-ph
4. hls4ml: A Flexible, Open-Source Platform for Deep Learning Acceleration on Reconfigurable Hardware
   2025/12/01 by J. F. Schulte, Benjamin Ramhorst, Schulte, Jan-Frederik +102 · 2 voices · 4 citations
   Computer Science · #Embedded Systems Design Techniques #FOS: Computer and information sciences #FOS: Physical sciences #Hardware Architecture (cs.AR) #High Energy Physics - Experiment (hep-ex) #Machine Learning (cs.LG) #Numerical Methods and Algorithms #Parallel Computing and Optimization Techniques
5. Smart Pixels: In-pixel AI for on-sensor data filtering
   2024/06/21 by Parpillon, Benjamin, Syal, Chinar, Yoo, Jieun +16 · 4 citations
   #FOS: Physical sciences #Instrumentation and Detectors (physics.ins-det)
6. On-Sensor Data Filtering using Neuromorphic Computing for High Energy Physics Experiments
   2023/07/20 by Shruti Kulkarni, Kulkarni, Shruti R., Aaron Young +27 · 2 citations
   Computer Science · Engineering · #Advanced Memory and Neural Computing #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Neural Networks and Reservoir Computing #Neural and Evolutionary Computing (cs.NE)
7. Smart pixel sensors: towards on-sensor filtering of pixel clusters with deep learning
   2023/10/03 by Yoo, Jieun, Dickinson, Jennet, Swartz, Morris +19 · 3 citations
   #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #Instrumentation and Detectors (physics.ins-det)
8. Machine Learning for Arbitrary Single-Qubit Rotations on an Embedded Device
   2024/11/20 by Bhat, Madhav Narayan, Russo, Marco, Carloni, Luca P. +4 · 2 citations
   #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #FOS: Physical sciences #Quantum Physics (quant-ph)
9. Smartpixels: Towards on-sensor inference of charged particle track parameters and uncertainties
   2023/12/18 by Dickinson, Jennet, Kovach-Fuentes, Rachel, Gray, Lindsey +20 · 1 citation
   #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex)