[WWW 2026] Official implementation for Riemannian Liquid Spatio-Temporal Graph Network
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Feb 11, 2026 - Python
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riemannian-manifolds
Here are 10 public repositories matching this topic...
Research-grade PyTorch math: differential geometry, spectral graph theory, discrete Ricci flow, simplicial topology, persistent homology, cellular sheaves, SO(3) Lie primitives, information geometry, tensor decompositions, content-addressable provenance. GPU-native, batched-first, audit-clean, cited.
pytorch simplicial-complexes differential-geometry gpu-computing lie-groups directed-graphs ricci-flow hyperbolic-geometry optimal-transport persistent-homology topological-data-analysis geometric-deep-learning ricci-curvature information-geometry cellular-sheaves graph-laplacian spectral-graph-theory mechanistic-interpretability hodge-laplacian riemannian-manifolds
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Jul 8, 2026 - Python
VNAE: A geometric approach to global stability in massive multi-agent systems with asymmetric dissipation, validated at scale.
distributed-systems game-theory electricity smart-grids control-theory electrical-engineering multi-agent-systems power-grids riemannian-geometry energy-systems lyapunov-stability dissipative-systems riemannian-manifolds vnae asymmetric-equilibrium geometric-stability
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Feb 4, 2026 - Python
Research code accompanying a Diploma thesis on topology and geometry in Riemannian autoencoders.
representation-learning autoencoders manifold-learning variational-autoencoder riemannian-geometry riemannian-manifolds
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Mar 8, 2026 - Python
This repository contains the complete supplementary material for the canonical/quadratic example of the VNAE framework.
game-theory differential-geometry dynamical-systems control-theory nash-equilibrium riemannian-geometry asymmetric-algorithm lyapunov-stability riemannian-manifolds asymmetric-equilibrium geometric-stability
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Jan 27, 2026 - R
Abstract power grid dynamics under asymmetric dissipation, illustrating geometric stability in the VNAE framework.
distributed-systems game-theory differential-geometry smart-grids nonlinear-dynamics control-theory power-systems decision-theory power-grids riemannian-geometry energy-systems stability-theory dissipative-systems riemannian-manifolds vnae asymmetric-equilibrium
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Feb 3, 2026 - R
Victoria-Nash Asymmetric Equilibrium (VNAE) framework for massive multi-agent systems. Scalable stability analysis for 10,000+ agents using Riemannian geometry and structural curvature K.
distributed-systems game-theory network-analysis nonlinear-dynamics financial-analysis banking-applications control-theory multi-agent-systems network-dynamics riemannian-geometry financial-network lyapunov-stability dissipative-systems riemannian-manifolds vnae asymmetric-equilibrium asymmetric-dynamics geometric-stability high-dynamic-system
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Jan 31, 2026 - R
Practical example of the Victoria-Nash Asymmetric Equilibrium (VNAE) applied to multi-agent drone control. Paper: "Riemmanian Manifolds of Asymmetric Equilibria: The Victoria-Nash Geometry".
distributed-systems game-theory control-theory multi-agent-systems decision-theory riemannian-geometry drone-control lyapunov-stability stability-theory dissipative-systems riemannian-manifolds vnae asymmetric-equilibrium swarm-control geometric-stability
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Feb 3, 2026 - R
GAP is a biologically plausible learning algorithm designed for Dynamically Gated Analog Crossbars (DGAC). It bridges the gap between the energy efficiency of local Hebbian learning and the global optimization power of backpropagation by utilizing dynamic Riemannian curvature.
pytorch computational-neuroscience neuromorphic-computing stdp non-euclidean-geometry biologically-plausible-learning energy-efficient-ai riemannian-manifolds memristor-arrays analog-vlsi
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Mar 28, 2026 - Python
This repository explores the geometric stability of complex biochemical networks using the VNAE framework.
bioinformatics biology computational-chemistry game-theory resilience-testing control-theory resilience decision-theory consensus-algorithm homeostasis riemannian-geometry biological-systems metabolic-modeling dissipative-systems riemannian-manifolds vnae geometric-stability
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Feb 10, 2026 - R
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