Fermi National Accelerator Lab. (US)
Author in the following contributions
- Towards Online Machine Learning in DUNE Data Acquisition
- Towards a Self-Driving Trigger: Adaptive Response in Real Time
- Super Neural Architecture Codesign Package (SNAC-Pack)
- PrioriFI: Efficient Fault Injection for Edge Neural Networks
- Smartpixels: Intelligent pixel detectors: Towards a radiation hard ASIC with on-chip machine learning in 28nm CMOS
- Loss Landscape Analysis for Reliable Quantized ML Models for Scientific Sensing
- MLCommons Science Benchmarks
- wa-hls4ml: A Benchmark and Surrogate Models for hls4ml Resource and Latency Estimation
- State Space Models for Scientific Time Series Applications
- Improving On-Chip Compression of High-Granularity Calorimeter Data with Conditional Autoencoders
- Fast Adaptive Neural Control of Resonant Extraction at Fermilab