Anthony Degennaro Email and Phone Number

I'm an engineer at GE Aerospace Research, working in probabilistic design. My research interests and capabilities revolve around machine learning, applied mathematics, and software design.Check-out my website for more information: https://adegenna.github.io-- Computing Tools· Languages: Python, C++, C, Matlab, HTML· Deep learning: Pytorch, Scikit· High Performance Computing: MPI, OpenMP· Job scheduling: Slurm, TORQUE, PBS· Third-party C++ scientific libraries: PETSc, Eigen, Boost· Data analysis and visualization: Python, Matplotlib, Pandas· Continuous integration: Github actions, unit testing with Google Testing (GTest)· Others: Linux shell, Latex, VSCode, Emacs, Bash, Git· Code Samples: https://github.com/adegenna-- Engineering Methods· Deep learning: convolutional neural networks, autoencoders, Gaussian processes· Physics modeling: numerical simulation of partial & ordinary differential equations (PDEs/ODEs)· Statistical modeling: Markov Chain Monte Carlo, linear/nonlinear regression, kernel methods· Uncertainty quantification: Monte Carlo, polynomial chaos, Gaussian processes· Local optimization: gradient descent, Adam, Newton’s method· Global optimization: simulated annealing, particle swarms· Optimal experimental design: Bayesian optimization, information theory, entropy minimization· Low-dimensional modeling: Proper Orthogonal Decomposition, Dynamic Mode Decomposition