Coimbra University
23 Jan 2025
We present an adaptation of the so-called structural method \cite{CMM23} for Hamiltonian systems, and redesign the method for this specific context, which involves two coupled differential systems. Structural schemes decompose the problem into two sets of equations: the physical equations, which describe the local dynamics of the system, and the structural equations, which only involve the discretization on a very compact stencil. They have desirable properties, such as unconditional stability or high-order accuracy. We first give a general description of the scheme for the scalar case (which corresponds to e.g. spring-mass interactions or pendulum motion), before extending the technique to the vector case (treating e.g. the nn-body system). The scheme is also written in the case of a non-separable system (e.g. a charged particle in an electromagnetic field). We give numerical evidence of the method's efficiency, its capacity to preserve invariant quantities such as the total energy, and draw comparisons with the traditional symplectic methods.
Researchers developed a five-layer hierarchical joint model to infer spatial fish distribution by integrating fishery-independent and fishery-dependent data. This model addresses zero-inflated observations and differentiates how preferential sampling affects both species presence-absence and biomass under presence, yielding more robust parameter estimates and superior predictive capability than single-source models.
04 Aug 2025
We design and analyse a new numerical method to solve ODE system based on the structural method. We compute approximations of solutions together with its derivatives up to order KK by solving an entire block corresponding to RR time steps. We build the physical relations that connect the function and derivative approximations at each time step by using the ODE and its derivatives, and develop the structural equations that establish linear relations between the function and its derivative over the whole block of RR times steps. The non-linear system is solved and provide very accurate approximations with nice spectral resolution properties.
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