Georgios Vakis (Vourvachakis)
@GVourvachakisLanguage Breakdown
Lines of code distribution across 16 owned repositories
T-Shaped Developer
T-shapedDeep in Python with broad versatility
Collaboration Network
Global Impact visualization
Repos
22
PRs
0
Growth
+18%
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Coding Streak
Contribution activity over the past year
Top Repositories
Stochastic PDE solvers (SPDE) built on top of exponax: Exponential Euler-Maruyama stepper for the stochastic Allen-Cahn equation with additive/multiplicative Q-Wiener noise, tamed nonlinearities, ensemble utilities, Richardson extrapolation, and a Strang-split hybrid SSA scaffold.
A Distribution Aware MDS-based Heuristic Algorithm for Large-Scale Data Dimensionality Reduction
Viscoelastic DEM of fluid-damped glass beads & sand clumps under uniform water flow.
A pipeline for coarse-graining (CG) molecular dynamics of homogeneous liquid water using the Force Matching (FM) method to reconstruct coarse-grained forces from fine-grained reference data.
Systematic DFT study of electronic properties in Group-VI transition metal dichalcogenides (TMDs) using GPAW. Includes band structure calculations, density of states analysis, and orbital projections for 1H, 1T, and 1T' phases. Course project for Computational Materials Science II at University of Crete.
Time-Causal VAE with causal VQ tokenizers, conditional token priors, and financial path diagnostics for market generation.
Repository for the tutorials of the course HY-673: Introduction to Deep Generative Modeling
Efficient Differentiable n-d PDE Solvers in JAX.
Privacy-preserving Federated ADMM with Rényi Differential Privacy, elastic weighted aggregation, and a statistical framework for non-IID data synthesis. Built on NumPy and sockets.
Open Source Impact
Contributions to external projects
