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48 results for systems of conservation laws

Researchers found a geometric duality for systems of conservation laws.

problem Systems of conservation laws and their additional conservation laws.
method Assigning ruled surfaces in projective space and defining dual systems.
result Hamiltonian systems are autodual, and 3-component nondiagonalizable systems are dual to systems with constant characteristic speeds.

New conservation laws found for polyharmonic maps in critical dimension.

problem Existence of conservation laws for polyharmonic maps in critical dimension.
method Small perturbation of Uhlenbeck's gauge fixing matrix.
result Existence of conservation laws for elliptic systems of even order in critical dimension.

The paper studies symmetries and conservation laws of non-diagonalisable hydrodynamic systems.

problem Integrating non-diagonalisable hydrodynamic systems of partial differential equations.
method Analysis of gl-regular Nijenhuis operators, splitting Theorem for symmetries and conservation laws, relationship between symmetries and conservation laws.
result The system of partial differential equations is integrable in quadratures.

Following an approach of the second author for conformally invariant variational problems in two dimensions, we show in four dimensions the existence of a conservation law for fourth order systems, which includes both intrinsic and extrinsic biharmonic maps. With the help of this conservation law we prove the continuit…

2006-07-20abs ↗pdf ↗

We present a connection between the Killing fields that arise in the loop-group approach to integrable systems and conservation laws viewed as elements of the characteristic cohomology. We use the connection to generate the complete set of conservation laws (as elements of the characteristic cohomology) for the Tzitzei…

2012-08-13abs ↗pdf ↗

Framework infers conservation laws from trained neural networks.

problem Building reduced models of complex systems from physical data.
method Derives conservation laws from symmetries of dynamics in trained DNNs using Noether's theorem.
result Consistent results with previous studies for metastable collective motion systems.

We study higher-order conservation laws of the non-linearizable elliptic Poisson equation 2uzzˉ=f(u) \frac{{\partial}^2 u}{\partial z \partial \bar{z}} = -f(u) as elements of the characteristic cohomology of the associated exterior differential system. The theory of characteristic cohomology determines a normal form for diffe…

2009-06-17abs ↗pdf ↗

Derives energy and momentum conservation laws for Vlasov-Maxwell systems using Euler-Poincaré formulation.

problem Challenges in deriving energy and momentum conservation laws for Vlasov-Maxwell systems due to mixed Eulerian and Lagrangian variables.
method Uses Euler-Poincaré formulation to derive conservation laws for Vlasov-Maxwell-type systems, focusing on symmetries generated by isometries and time translation.
result Derives energy and momentum conservation laws for a generic class of Vlasov-Maxwell-type systems, providing a new derivation in the spirit of the Euler-Poincaré machinery.

Noether's First Theorem yields conservation laws for Lagrangians with a variational symmetry group. The explicit formulae for the laws are well known and the symmetry group is known to act on the linear space generated by the conservation laws. In recent work the authors showed the mathematical structure behind both th…

2011-06-20abs ↗pdf ↗

Discover conservation laws from trajectories using a neural network.

problem Finding invariants and conservation laws from large-scale data without prior knowledge.
method ConservNet, a neural network trained with noise-variance loss to discover hidden invariants in grouped multi-dimensional observables.
result Successfully discovers underlying invariants from simulated and real-world systems.

INO learns physical models with momentum conservation laws.

problem Learning physical models without preserving fundamental laws.
method Designing an invariant neural operator that automatically satisfies momentum conservation laws.
result The model learns complex material behaviors and achieves state-of-the-art accuracy and efficiency.

Study on Haantjes tensors for superintegrable systems, focusing on vanishing properties.

problem Understanding the vanishing of Haantjes tensors in superintegrable systems.
method Investigating Killing tensor fields associated with second-order superintegrable systems.
result Characterization of Haantjes-zero Killing tensor fields.

In this paper we study the infinitesimal symmetries, Newtonoid vector fields, infinitesimal Noether symmetries and conservation laws of Hamiltonian systems. Using the dynamical covariant derivative and Jacobi endomorphism on the cotangent bundle we find the invariant equations of infinitesimal symmetries and Newtonoid …

2017-05-23abs ↗pdf ↗

Noether's Theorem yields conservation laws for a Lagrangian with a variational symmetry group. The explicit formulae for the laws are well known and the symmetry group is known to act on the linear space generated by the conservation laws. The aim of this paper is to explain the mathematical structure of both the Euler…

2010-06-23abs ↗pdf ↗

We study the problem of constructing systems of hyperbolic conservation laws in one space dimension with prescribed eigencurves, i.e. the eigenvector fields of the Jacobian of the flux are given. We formulate this as a typically overdetermined system of equations for the eigenvalues-to-be. Equivalent formulations in te…

2009-05-08abs ↗pdf ↗

We investigate nn-component systems of conservation laws that possess third-order Hamiltonian structures of differential-geometric type. The classification of such systems is reduced to the projective classification of linear congruences of lines in Pn+2\mathbb{P}^{n+2} satisfying additional geometric constraints. Algeb…

2017-03-17abs ↗pdf ↗

Simplified kernel ridge regression with a conservation law.

problem Understanding the test risk and generalization of kernel ridge regression.
method Identification of a conservation law that limits KRR's learning ability, leading to simplified expressions for test risk.
result Transparency in test risk expressions through the conserved quantity in the kernel eigenbasis.

Conservation laws vanishing along characteristic directions of a given system of PDEs are known as characteristic conservation laws, or characteristic integrals. In 2D, they play an important role in the theory of Darboux-integrable equations. In this paper we discuss characteristic integrals in 3D and demonstrate that…

2013-12-18abs ↗pdf ↗

New variational principle found for PDEs with symmetries and conservation laws.

problem Finding variational principles for PDEs with symmetries and conservation laws.
method Proving existence of a variational principle for PDEs with symmetries and conservation laws.
result A differential equation with sufficient symmetries and conservation laws leads to a variational functional.

Study of a generalized Konno--Oono system with conservation laws and surface immersions.

problem Integrability and conservation laws of a generalized Konno--Oono system.
method Construction of an associated parameter-dependent overdetermined linear problem, analysis of Riccati pseudo-potential expansion, use of stereographic coordinates, and direct proof of non-triviality in horizontal cohomology.
result Existence of infinitely many non-trivial local conservation laws, establishing integrability.

Stabilized neural differential equations enforce constraints on dynamical systems.

problem Ensuring dynamical systems preserve known constraints like conservation laws.
method SNDEs with a stabilization term to enforce manifold constraints.
result SNDEs outperform existing methods and broaden constraint types.

Paper proves stability of solutions for specific hyperbolic systems.

problem Stability of solutions to 2imes22 imes 2 hyperbolic conservation laws.
method Proof of generic structural stability using differential topology.
result Riemann solutions are preserved under perturbations of flux, left, and right states.

Estimates network structure from node potentials and edge flows under Gaussian injection statistics.

problem Estimating network structure from node potentials and edge flows under Gaussian injection statistics.
method Proposes an 1\ell_{1}-regularized maximum likelihood estimator for high-dimensional network structure estimation.
result Establishes sufficient conditions for exact sparsity recovery of network structure with high probability.

We propose an extension of the differential system for constant mean curvature (CMC) surfaces in a three dimensional space form to an associated hierarchy of evolution equations by the higher-order commuting symmetries. The infinite sequence of higher-order conservation laws of CMC surfaces admit the corresponding exte…

2013-12-27abs ↗pdf ↗