Oak Ridge National Laboratory · 23 hours ago
Postdoctoral Research Associate - Neuromorphic Computing for Pixelated Detectors
Oak Ridge, TN
Full-time
Onsite
Senior LevelOak Ridge National Laboratory is seeking a highly motivated Postdoctoral Research Associate to contribute to the NEUROPIX project, an interdisciplinary effort at the intersection of high-energy physics detectors, neuromorphic computing, FPGA/ASIC design, and machine learning. The successful candidate will work with a multi-institutional and multi-disciplinary team to develop AI-enabled, low-latency signal-processing algorithms for next-generation pixel detectors used in high-energy physics experiments.
Advanced MaterialsClean EnergyEnergyEnergy ManagementManufacturingNuclearRenewable Energy
Responsibilities
Development and training of Spiking Neural Networks (SNNs) for clustering, classification, and interpolation of pixel detector data
Exploration of spike-based data encoding/decoding strategies
Hyperparameter optimization using advanced computing resources (e.g., HPC clusters)
Use and extension of Allpix2 and TCAD-based simulation tools
Generation of large simulation datasets for algorithm training and validation
Integration of simulation with neuromorphic platforms
Deployment of SNNs to FPGA-based neuromorphic hardware (e.g., NeuroSpike/NeuroSpark)
RTL generation using HLS workflows and evaluation of resource usage, latency, and performance
Participation in hardware test benches for real detector systems
Testing and characterization of pixel detectors (CMS HL-LHC, Timepix4, AC-LGAD, PDCs)
On-sensor data processing demonstration with hardware prototypes
Potential involvement in beam tests or radiation-source laboratory setups
Qualification
Required
Ph.D. in Physics, Electrical Engineering, Computer Science, or a closely related field
Experience in at least one of the following areas: FPGA programming (VHDL/Verilog, HLS), Pixel detectors in high-energy physics or radiation detection, Neuromorphic computing or Spiking Neural Networks, Machine learning, AI/ML algorithms, or scientific computing
Strong programming skills in Python and/or C++
Preferred
Ability to work collaboratively in a multidisciplinary team
Strong communication skills and the ability to document and present research clearly
Experience with Allpix2, GEANT4, detector simulation, or TCAD
FPGA toolchains (Xilinx Vitis/Vivado, Intel Quartus, HLS tools)
HPC environments or GPU-accelerated computing
On-detector firmware or data acquisition systems
Familiarity with HEP data formats and reconstruction
Background in semiconductor sensor physics or microelectronics
Benefits
Prescription Drug Plan
Dental Plan
Vision Plan
401(k) Retirement Plan
Contributory Pension Plan
Life Insurance
Disability Benefits
Generous Vacation and Holidays
Parental Leave
Legal Insurance with Identity Theft Protection
Employee Assistance Plan
Flexible Spending Accounts
Health Savings Accounts
Wellness Programs
Educational Assistance
Relocation Assistance
Employee Discounts
Company
Oak Ridge National Laboratory
Oak Ridge National Laboratory holds a range of R&D assignments, from fundamental nuclear physics to applied R&D on advanced energy systems.
Founded in 1943
5001-10000 employees
H1B Sponsorship
Oak Ridge National Laboratory has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
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Distribution of Different Job Fields Receiving Sponsorship
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Trends of Total Sponsorships
2025 (268)
2024 (276)
2023 (223)
2022 (228)
2021 (192)
2020 (152)
Funding
Current Stage
Late StageTotal Funding
$9.8MKey Investors
US Department of Energy
2023-09-21Grant· $4.8M
2023-07-27Grant
2022-03-14Grant· $5M
Leadership Team
Arjun Shankar
Director, Compute and Data Environment for Science
Brett Ellis
Group Lead - Business Systems Operations
Recent News
2025-12-13
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