Skip to content
#

peri-implantitis

Star

Here are 2 public repositories matching this topic...

Language: All
Filter by language
All 2 Jupyter Notebook 1 Python 1

Frederick-abichahine / Dental-Plaque-Metagenomic-Analysis

Star 1

Analyzing the genomic and metagenomic features of SGB748 MAGs from oral samples to uncover their role in health and peri-implant diseases through patient metadata integration.

shell bash bioinformatics microbial-genomics metagenomic-analysis phylogenetic-analysis roary prokka genomic-analysis checkm oral-microbiome metadata-integration dental-plaque peri-implantitis sgb-mags phylophlan fast-tree
  • Updated Jul 13, 2025
  • Jupyter Notebook

keisuke58 / Tmcmc202601

Star 1

Multiscale Bayesian framework bridging 5-species oral biofilm ecology and 3D FEM stress analysis via TMCMC, DeepONet surrogate (~100x speedup), and GNN-informed priors. 28x stiffness range, basin sensitivity, gradient-based NUTS sampling.

bayesian-inference uncertainty-quantification finite-element-method jax tmcmc graph-neural-network inverse-problem multiscale-modeling oral-biofilm neural-operator deeponet peri-implantitis nuts-sampler hamilton-principle dysbiosis-index
  • Updated Mar 6, 2026
  • Python

Improve this page

Add a description, image, and links to the peri-implantitis topic page so that developers can more easily learn about it.

Curate this topic

Add this topic to your repo

To associate your repository with the peri-implantitis topic, visit your repo's landing page and select "manage topics."

Learn more