1 citations · 1 across the 4 of their papers we have counts for
5 papers
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…
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…
A Review of AI-Driven Approaches for Nanoscale Heat Conduction and Radiation
Ziqi Guo, Daniel Carne, Krutarth Khot +3
Heat conduction and radiation are two of the three fundamental modes of heat transfer, playing a critical role in a wide range of scientific and engineering applications ranging fr…
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…
FOS: A fully integrated open-source program for Fast Optical Spectrum calculations of nanoparticle media
Daniel Carne, Joseph Peoples, Ziqi Guo +4
FOS, which means light in Greek, is an open-source program for Fast Optical Spectrum calculations of nanoparticle media. This program takes the material properties and a descriptio…