3 papers
cond-mat.mes-hall2026
Single-Emitter Spectra from an Ensemble
Jonah R. Horowitz, Oliver J. Tye, Oliver M. Nix +5
The heterogeneity in nanoscale emitters hinders efforts to understand their basic photophysics and limits their use in practical applications. Existing methods have difficulty accu…
physics.chem-ph2025
Oxygen vacancy formation in ZnSeTe blue quantum dot light-emitting diodes
Shaun Tan, Sujin Park, Seung-Gu Choi +9
Recent advancements have led to the development of bright and heavy metal-free blue-emitting quantum dot light-emitting diodes (QLEDs). However, consensus understanding of their di…
quant-ph2024
Accelerating Quantum Emitter Characterization with Latent Neural Ordinary Differential Equations
Andrew H. Proppe, Kin Long Kelvin Lee, Weiwei Sun +3
Deep neural network models can be used to learn complex dynamics from data and reconstruct sparse or noisy signals, thereby accelerating and augmenting experimental measurements. E…