APL Machine Learning

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Top Publications

• Scalable wavelength-multiplexing photonic reservoir computing

  (2023)
  9 Citations

• In-memory and in-sensor reservoir computing with memristive devices

  (2024)
  7 Citations

• Stoichiometric growth of SrTiO3 films via Bayesian optimization with adaptive prior mean

  (2023)
  2 Citations

• M3ICRO: Machine learning-enabled compact photonic tensor core based on programmable multi-operand multimode interference

  (2024)
  2 Citations

• Attention hybrid variational net for accelerated MRI reconstruction

  (2023)
  1 Citations

• VERI-D: A new dataset and method for multi-camera vehicle re-identification of damaged cars under varying lighting conditions

  (2024)
  1 Citations

• Integrating uncertainty into deep learning models for enhanced prediction of nanocomposite materials’ mechanical properties

  (2024)
  0 Citations

• Sparse subnetwork inference for neural network epistemic uncertainty estimation with improved Hessian approximation

  (2024)
  0 Citations

• Modeling performance of data collection systems for high-energy physics

  (2024)
  0 Citations

• Asymmetric CycleGANs for inverse design of photonic metastructures

  (2023)
  0 Citations