mhmodzoka
Automate engineering thermal and optical systems using machine learning, supercomputing, and large databases.
Google Quantum AISanta Barbara, CA
Pinned Repositories
Dongsheng
swc training
BEAST.jl
Boundary Element Analysis and Simulation Toolkit
ComplexOperations.jl
Perform basic operations on (e.g., multiplication and division) on complex numbers. Complex numbers are represented as 2-element vectors.
DT_inverse_design
Predicting spectral emissivity of particles from a given material and geometry using decision trees and random forest.
from_RefractiveIndex.info
import_optical_prop
interact_with_refractiveindex
plot and import optical properties
NeuralPDE.jl
Physics-Informed Neural Networks (PINN) and Deep BSDE Solvers of Differential Equations for Scientific Machine Learning (SciML) accelerated simulation
Tmatrix.jl
Calculate T-matrix for a particle with arbitrary shape
VectorSphericalWaves.jl
Calculate vector spherical waves (M and N), which are solutions for vector wave equation.
mhmodzoka's Repositories
mhmodzoka/DT_inverse_design
Predicting spectral emissivity of particles from a given material and geometry using decision trees and random forest.
mhmodzoka/ComplexOperations.jl
Perform basic operations on (e.g., multiplication and division) on complex numbers. Complex numbers are represented as 2-element vectors.
mhmodzoka/Tmatrix.jl
Calculate T-matrix for a particle with arbitrary shape
mhmodzoka/BEAST.jl
Boundary Element Analysis and Simulation Toolkit
mhmodzoka/from_RefractiveIndex.info
mhmodzoka/import_optical_prop
mhmodzoka/interact_with_refractiveindex
plot and import optical properties
mhmodzoka/NeuralPDE.jl
Physics-Informed Neural Networks (PINN) and Deep BSDE Solvers of Differential Equations for Scientific Machine Learning (SciML) accelerated simulation
mhmodzoka/VectorSphericalWaves.jl
Calculate vector spherical waves (M and N), which are solutions for vector wave equation.