Pinned Repositories
Covid19Dispersion
Official implementation of "Why ODE models for COVID-19 fail: Heterogeneity shapes epidemic dynamics"
DeepDiffusionSeminar2024
diffusion_gnn_tutorial
Talk/Tutorial on "Molecule Generation with Graph Neural Networks and Probabilistic Diffusion" as part of the ScaDS.AI Summer School 2024.
GINA
Neural Graph Inference From Independent Snapshots of Interacting Systems
LLMSummerSchool
Official Repo of the "Language Models and Structured Knowledge in AI" Talk at the 4th Inria-DFKI European Summer School on AI (IDESSAI 2024)
MoleculeDiffusionGAN
WIP implementation of a discriminator-guided diffusion model for molecule generation.
NetworkEpidemicPlayground-React
Continuous-time stochastic simulation of epidemic spreading on human-to-human contact networks.
non-markovian-simulation
Fast simulation of non-Markovian SIS and SIR-type models on complex networks in Julia.
Reducing-Spreading-Processes
Official code to reproduce results in "Reducing Spreading Processes on Networks to Markov Population Models".
Rejection-Based-Epidemic-Simulation
Official Rust implementation of our event-driven, rejection-based Monte-Carlo simulation algorithm for SIR-type dynamcis on complex networks.
gerritgr's Repositories
gerritgr/MoleculeDiffusionGAN
WIP implementation of a discriminator-guided diffusion model for molecule generation.
gerritgr/GINA
Neural Graph Inference From Independent Snapshots of Interacting Systems
gerritgr/LLMSummerSchool
Official Repo of the "Language Models and Structured Knowledge in AI" Talk at the 4th Inria-DFKI European Summer School on AI (IDESSAI 2024)
gerritgr/DeepDiffusionSeminar2024
gerritgr/NetworkEpidemicPlayground-React
Continuous-time stochastic simulation of epidemic spreading on human-to-human contact networks.
gerritgr/spatio-temporal-lecture
gerritgr/diffusion_gnn_tutorial
Talk/Tutorial on "Molecule Generation with Graph Neural Networks and Probabilistic Diffusion" as part of the ScaDS.AI Summer School 2024.
gerritgr/Insa
Network Reconstruction via Sensitivity Analysis
gerritgr/pokemon_diffusion
gerritgr/SpatioTemporal
gerritgr/BD-Reduction
gerritgr/Alia
gerritgr/bio_gnn
test
gerritgr/cerfa_talk
My slides for https://cerfa.de/blog/2024/09/06/symposium-2024-excuse-me-there-is-artificial-intelligence-in-my-soup/
gerritgr/DSNN
Deep Sets Are Viable Graph Learners
gerritgr/gerritgr.github.io
A beautiful, simple, clean, and responsive Jekyll theme for academics
gerritgr/gerritgr.github.io.backup
personal academic webiste
gerritgr/GinaBaseline
gerritgr/GraphDiffusion
gerritgr/graphgenbaseline
gerritgr/icon
Official Repo of the "icon: Fast Simulation of Epidemics on Coevolving Networks" paper.
gerritgr/JuliusBA
gerritgr/LumPy
Model Reduction of the Approximate Master Equation for Epidemic Processes on Complex Networks
gerritgr/MaskedGraphGen
gerritgr/nextaid
gerritgr/nextaid_bdprocess
gerritgr/phd
Official repository for Gerrit's dissertation thesis
gerritgr/SpatialBranchingProcess
Example implementation of the Spatial Branching Process model to study epidemic diffusion in 2D-space.
gerritgr/SPECTRE
Reference implementation for SPECTRE: Spectral Conditioning Helps to Overcome the Expressivity Limits of One-shot Graph Generators (ICML 2022)
gerritgr/teachopencadd
TeachOpenCADD: a teaching platform for computer-aided drug design (CADD) using open source packages and data