pzimbrod
PhD Student in computational engineering, mainly metal additive manufacturing. Excited about numerics for PDEs and physics-informed ML.
University of AugsburgAugsburg, Germany
Pinned Repositories
prosi-3d
A machine learning enabled library for multivariate process monitoring in Laser Powder Bed Fusion (PBF/LB-M)
ieee-iceccme-2022
ML-for-PhaseField
multiphysics-pde-methods
Source code repository for the publication "An Application Driven Method for Assembling Numerical Schemes for the Solution of Complex Multiphysics Problems"
OperatorLearning.jl
No need to train, he's a smooth operator
Physics-informed-DeepONets
pinn-for-am
Physics-informed neural networks (PINNs) and deep operator networks for complex PDEs that appear in additive manufacturing.
thermocapillaryInterFoam
A VoF-based multiphase solver including heat transfer, marangoni flow and laser interaction in OpenFOAM intended for modelling complex surface-tension driven flows
OperatorLearning.jl
No need to train, he's a smooth operator
pzimbrod's Repositories
pzimbrod/thermocapillaryInterFoam
A VoF-based multiphase solver including heat transfer, marangoni flow and laser interaction in OpenFOAM intended for modelling complex surface-tension driven flows
pzimbrod/ieee-iceccme-2022
pzimbrod/ML-for-PhaseField
pzimbrod/pinn-for-am
Physics-informed neural networks (PINNs) and deep operator networks for complex PDEs that appear in additive manufacturing.
pzimbrod/OperatorLearning.jl
No need to train, he's a smooth operator
pzimbrod/Physics-informed-DeepONets
pzimbrod/multiphysics-pde-methods
Source code repository for the publication "An Application Driven Method for Assembling Numerical Schemes for the Solution of Complex Multiphysics Problems"
pzimbrod/.dotfiles
A collection of my configs for Linux and MacOS
pzimbrod/deeponet
Learning nonlinear operators via DeepONet
pzimbrod/dgtest
Reference Code in Discontinuous Galerkin Formulation for Benchmark Purposes
pzimbrod/dissertation-code
pzimbrod/Koopman-Neural-Network-Training
Software to train neural networks via Koopman operator theory (see Dogra and Redman "Optimizing Neural Networks via Koopman Operator Theory" NeurIPS 2020 for details).
pzimbrod/mdwiki-examples
A collection of example wesbites created with MDwiki
pzimbrod/Meshes.jl
Computational geometry and meshing algorithms in Julia
pzimbrod/moose-pbf
An (early) attempt to model a L-PBF process using the MOOSE Framework with varying numerical schemes. Currently focusing on simultaneous use of CG and DG.
pzimbrod/orcidlink-LaTeX-command
LaTeX style file to add a macro for inserting a linked ORCiD logo
pzimbrod/PINO
pzimbrod/pzimbrod.github.io
A beautiful, simple, clean, and responsive Jekyll theme for academics
pzimbrod/standard-notes-open-extended
A Free Open Source Standard Notes Extensions Repository Hosted via Github Pages