CHEManager International · 1 day ago
Postdoctoral Research Associate - Neuromorphic Computing for Pixelated Detectors
Oak Ridge, TN
Full-time
Onsite
New Grad, Entry LevelCHEManager International is seeking a highly motivated Postdoctoral Research Associate to contribute to the NEUROPIX project, focusing on the development of AI-enabled, low-latency signal-processing algorithms for next-generation pixel detectors used in high-energy physics experiments. The successful candidate will engage in interdisciplinary research at the intersection of high-energy physics, neuromorphic computing, and machine learning.
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
CHEManager International
Wiley’s leading media brand providing first-hand information on the global chemical, life science and process industries
201-500 employees
Funding
Current Stage
Growth StageCompany data provided by crunchbase