Mark S Neubauer
University of Illinois Urbana-Champaign
Public scientific profile · Unclaimed
Built from public scholarly sources. Expertise is inferred by ScienceWe from publications and has not been confirmed by the scientist.
Top expertise
Embedded Systems Design Techniques
Strong evidence · 2 supporting papers · latest 2026
Particle Detector Development and Performance
Strong evidence · 3 supporting papers · latest 2026
Aerodynamics and Acoustics in Jet Flows
Strong evidence · 1 supporting paper · latest 2025
Distributed and Parallel Computing Systems
Strong evidence · 1 supporting paper · latest 2025
Combustion and flame dynamics
Strong evidence · 1 supporting paper · latest 2025
Superconducting Materials and Applications
Strong evidence · 1 supporting paper · latest 2025
Advanced Data Storage Technologies
Strong evidence · 1 supporting paper · latest 2025
Nuclear Engineering Thermal-Hydraulics
Strong evidence · 1 supporting paper · latest 2025
Publications (9)
Analysis Facilities for the HL-LHC White Paper
2025DOI
Evidential deep learning for uncertainty quantification and out-of-distribution detection in jet identification using deep neural networks
2025DOI
Robustness of the smartpixels classifier for different simulated sensor geometries and non-ideal detector conditions
2026DOI
hls4ml: A Flexible, Open-Source Platform for Deep Learning Acceleration on Reconfigurable Hardware
2025DOI
hls4ml: A Flexible, Open Source Platform for Deep Learning Acceleration on Reconfigurable Hardware
2026DOI
On-chip probabilistic inference for charged-particle tracking at the sensor edge
2026DOI
smartpixels: Radiation-hard ASICs with on-chip neural networks in 28 nm CMOS
2026DOI
In-pixel integration of signal processing and machine learning based data filtering for particle tracking detectors
2025DOI
Sensor Co-design for $\textit{smartpixels}$
2025DOI
Organizations in sourced records
Affiliation evidence only — not confirmed current employment.
- University of Illinois Urbana-Champaign
Source: OpenAlex · retrieved 2026-09-29