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physics.optics2026
A three-phase framework for photon scattering in porous nanocomposites
Khalid Alhammadi, Daniel Carne, Xiulin Ruan
Light scattering in heterogeneous media underpins a broad range of natural phenomena and optical technologies, yet remains difficult to understand in porous nanocomposites. State-o…
physics.optics2026
A Fourier Neural Operator for Accelerated Discretization-Invariant Solutions of the Radiative Transfer Equation
Daniel Carne
The radiative transfer equation (RTE) governs thermal radiation in participating media, which is critical to modeling combustion, atmospheric, high-temperature, and radiative therm…
physics.optics2025★ 1 cited
Overcoming the curse of dimensionality: Enabling multi-layer photon transport with recurrent neural network
Daniel Carne, Ziqi Guo, Xiulin Ruan
Monte Carlo simulations are commonly used to calculate photon reflectance, absorptance, and transmittance of multi-layer scattering and absorbing media, but they can quickly become…