Fermi National Accelerator Lab. (US)
Author in the following contributions
- An end-to-end ML-enabled platform for precision neuroscience
- An open platform for in-situ high-speed computer vision with hls4ml
- Benchmarking and Interpreting Real-Time Quench Detection Algorithms
- EnsembleLUT: Scaling up LUT-based Neural Networks with Ensemble Learning
- Neural Architecture Codesign for Fast Physics Applications
- wa-hls4ml: A benchmark and dataset for ML accelerator resource estimation
- Towards Online Machine Learning in DUNE Data Acquisition
- Track reconstruction as a service for collider physics
- Evaluating the Robustness of a 4D STEM Autoencoder to Noisy Inputs
- Autonomous discoveries using a modular ecosystem for adaptive anomaly detection in LHC triggers
- luiGNN - A Graph Neural Network Surrogate Model for hls4ml
- Sparse Time Series Representations for Low Latency Applications
- Characterizing Silicon Pixel Devices in the Context ML in the Smartpixels Project
- Smart Pixels: Towards radiation hard ASIC with on-chip machine learning in 28nm CMOS
- SONIC: A Portable framework for as-a-service ML serving
- End-to-end workflow for ML-based qubit readout with QICK + hls4ml
- [Remote] Visualizing Loss Landscapes for Scientific Edge Machine Learning
