arXiv research

The paper explores connections between topological dynamics and groupoids.

Framework for transforming manifold constraints into unconstrained problems.

Study of Lagrangian dynamics on matched Lie groups.

Taking configuration space as a Lie group, the trivialized Euler-Lagrange and Hamilton's equations are obtained and presented as Lagrangian submanifolds of the trivialized Tulczyjew's symplectic space. Euler-Poincaré and Lie-Poisson equations are presented as Lagrangian submanifolds of the reduced Tulczyjew's symplecti…

Paper defines dynamical coherence for flows and proves it under specific conditions.

We consider trivializations of second iterated bundles of a Lie group that preserve lifted group structures. With such a trivialization, we elaborate Hamiltonian dynamics on cotangent, Lagrangian dynamics on tangent bundles and, both Hamiltonian and Lagrangian dynamics on Tulczyjew's symplectic space which is tangent o…

Study on characteristic classes for codimension-one foliations, showing non-triviality under specific conditions.

Hamiltonian dynamics on matched pairs groups are explored.

This paper is devoted to rigidity of smooth bundles which are equipped with fiberwise geometric or dynamical structure. We show that the fiberwise associated sphere bundle to a bundle whose leaves are equipped with (continuously varying) metrics of negative curvature is a topologically trivial bundle when either the ba…

In this communication, complex systems with a near trivial dynamics are addressed. First, under the hypothesis of equiprobability in the asymptotic equilibrium, it is shown that the (hyper) planar geometry of an $N$-dimensional multi-agent economic system implies the exponential (Boltzmann-Gibss) wealth distribution an…

A (smooth) dynamical system with transformation group $\mathbb{T}^n$ is a triple $(A,\mathbb{T}^n,α)$, consisting of a unital locally convex algebra $A$, the $n$-torus $\mathbb{T}^n$ and a group homomorphism $α:\mathbb{T}^n\rightarrow\Aut(A)$, which induces a (smooth) continuous action of $\mathbb{T}^n$ on $A$. In this…

We address the question of duality for the dynamical Poisson groupoids of Etingof and Varchenko over a contractible base. We also give an explicit description for the coboundary case associated with the solutions of the classical dynamical Yang-Baxter equation on simple Lie algebras as classified by the same authors. O…

New sampling method on Lie groups converges quickly.

Neural network learns to focus on slowly varying latent parameters in time series data.

Many recent Markov chain Monte Carlo (MCMC) samplers leverage continuous dynamics to define a transition kernel that efficiently explores a target distribution. In tandem, a focus has been on devising scalable variants that subsample the data and use stochastic gradients in place of full-data gradients in the dynamic s…

Study ping-pong dynamics in hyperbolic-like groups with non-simple points.

New kernels from ELU and GELU networks reveal non-trivial fixed points.

We show that financial correlations exhibit a non-trivial dynamic behavior. We introduce a simple phenomenological model of a multi-asset financial market, which takes into account the impact of portfolio investment on price dynamics. This captures the fact that correlations determine the optimal portfolio but are affe…

Study of volume dynamics at market spread in Bitcoin/USD.

We study the dynamical behavior of high-frequency data from the Korean Stock Price Index (KOSPI) using the movement of returns in Korean financial markets. The dynamical behavior for a binarized series of our models is not completely random. The conditional probability is numerically estimated from a return series of K…

Chronological Causal Bandits (CCB) tackles dynamic causal decision-making.

A fast spectral algorithm detects community structure in evolving graphs.

Let F be a codimension-one, C^2-foliation on a manifold M without boundary. In this work we show that if the Godbillon--Vey class GV(F) \in H^3(M) is non-zero, then F has a hyperbolic resilient leaf. Our approach is based on methods of C^1-dynamical systems, and does not use the classification theory of C^2-foliations.…

Explains planetary motion in a sub-Riemannian setting.

This thesis optimizes neuromorphic systems by slowing down their dynamics, improving performance.

Derives effective continuous dynamics for adaptive SGD methods.

We give a lower bound for the length of a non-trivial geodesic loop on a simply-connected and compact manifold of even dimension with a non-reversible Finsler metric of positive flag curvature. Harris and Paternain use this estimate in their recent paper [HP] to give a geometric characterization of dynamically convex F…

New obstruction found for embedding Riemannian manifolds into Euclidean spaces.

Geometric proof for averaging theorem on Riemannian manifolds.

PenduMAV is a 6-input omnidirectional MAV without internal forces.

The possibility that the collective dynamics of a set of stocks could lead to a specific basket violating the efficient market hypothesis is investigated. Precisely, we show that it is systematically possible to form a basket with a non-trivial autocorrelation structure when the examined time scales are at the order of…

Study on descent algorithms in spiked matrix-tensor models, revealing performance issues and solutions.

Flexible online learning framework for neural dynamics.

New method detects long-term structures with internal dynamics in time series data.

Study of adjoint orbits in simplest non-trivial Lie algebra case.

Neural networks improve predictions of complex network dynamics.

Study variational submanifolds in Euclidean spaces from dynamical systems.

New algorithms minimize dynamic regret in non-stationary online learning.

A framework for stable dynamic network embeddings using static methods.

Study of flows on circle bundles over translation surfaces, showing decay of correlations.

Study on dynamics of non-linear autoencoders learning principal components.

Records of the traded value f_i(t) of stocks display fluctuation scaling, a proportionality between the standard deviation sigma(i) and the average <f(i)>: sigma(i) ~ f(i)^alpha, with a strong time scale dependence alpha(dt). The non-trivial (i.e., neither 0.5 nor 1) value of alpha may have different origins and provid…

New surfaces with special geodesic and horocycle behaviors discovered.

We study in details the skew of stock option smiles, which is induced by the so-called leverage effect on the underlying -- i.e. the correlation between past returns and future square returns. This naturally explains the anomalous dependence of the skew as a function of maturity of the option. The market cap dependence…

We started from computer experiments with simple one-dimensional ergodic dynamical systems called interval exchange transformations. Correlators in these systems decay as a power of time. In the simplest non-trivial case the exponent is equal to 1/3. We found a formula connecting characteristic exponents with explicit …

Doubly fair dynamic pricing ensures equal prices for different groups over time.

Study of spacetime dynamics in 2+1 gravity leads to Thurston boundary.

In the jet-bundle description of first-order classical field theories there are some elements, such as the lagrangian energy and the construction of the hamiltonian formalism, which require the prior choice of a connection. Bearing these facts in mind, we analyze the situation in the jet-bundle description of time-depe…