\newpage \subsection{Retrospective Case Studies: Unifying Known Splittings on \texorpdfstring{$\mathrm{SE}(3)$}{SE(3)} and \texorpdfstring{$\mathbb{S}^2$}{S2}} \label{sec:retrospective_cases} To establish that our geometric splitting methodology is not an ad-hoc heuristic but an overarching framework, we examine how our splitting recipe, grounded in the deformation to the normal cone of Fulton--Verdier and its cotangent lift due to Calaque--Safronov, naturally unifies and justifies classical symplectic algorithms developed for rigid bodies and fluid vortices. Originating in the Lie--Poisson geometric frameworks of Ge--Marsden~\cite{ge1988lie} and Channell--Scovel~\cite{channell1991integrators}, and the explicit splitting paradigm of McLachlan~\cite{mclachlan1993explicit}, Lie--Poisson splitting methods exploit subgroup geometries to conserve Casimirs. \subsubsection{Case Study 1: The Heavy Top on the Lie--Poisson Space $\mathfrak{se}(3)^*$} The dynamics of a heavy rigid top spinning about a fixed point is described on the dual Lie algebra $\mathfrak{se}(3)^* \cong \R^3 \times \R^3$ by the Hamiltonian: \begin{equation} H(\mathbf{\Pi}, \mathbf{\Gamma}) = \frac{1}{2} \mathbf{\Pi} \cdot \mathbb{I}^{-1} \mathbf{\Pi} + m g l \, (\mathbf{\Gamma} \cdot \boldsymbol{\chi}), \end{equation} generating the classical Euler--Poisson equations of motion: \begin{equation} \dot{\mathbf{\Pi}} = \mathbf{\Pi} \times \mathbf{\Omega} + m g l \, (\mathbf{\Gamma} \times \boldsymbol{\chi}), \qquad \dot{\mathbf{\Gamma}} = \mathbf{\Gamma} \times \mathbf{\Omega}, \end{equation} where $\mathbf{\Pi} \in \R^3$ is the angular momentum in the body frame, $\mathbf{\Omega} = \mathbb{I}^{-1} \mathbf{\Pi}$ is the angular velocity, $\mathbf{\Gamma} \in \mathbb{S}^2$ is the unit vertical gravity vector, and $\boldsymbol{\chi}$ points toward the center of mass. The Lie--Poisson structure possesses two fundamental Casimir invariants: \begin{equation} C_1(\mathbf{\Gamma}) = \|\mathbf{\Gamma}\|^2 = 1, \qquad C_2(\mathbf{\Pi}, \mathbf{\Gamma}) = \mathbf{\Pi} \cdot \mathbf{\Gamma} = \text{const}. \end{equation} \enlargethispage{1.5\baselineskip} Identifying the zero-momentum sphere $Z \cong \mathbb{S}^2$ with the configuration base and $\mathfrak{so}(3)^*$ with the transverse fiber, our geometric base-fiber splitting recipe decomposes the dynamics into two explicit algebraic updates: \begin{enumerate}[leftmargin=2em, itemsep=3pt, topsep=2pt] \item \textbf{Normal Fiber Step ($t = 0$):} Gravity exerts a torque $\mathbf{K}(\mathbf{\Gamma}) = m g l \, (\mathbf{\Gamma} \times \boldsymbol{\chi})$. The normal fiber update is an exact linear translation along the transverse momentum fiber $\mathfrak{so}(3)^* \cong N_Z \mathfrak{se}(3)^*$: \begin{equation} \mathbf{\Pi}^* = \mathbf{\Pi} + \frac{h}{2} m g l \, (\mathbf{\Gamma} \times \boldsymbol{\chi}), \qquad \mathbf{\Gamma}^* = \mathbf{\Gamma}. \end{equation} Crucially, because $\mathbf{K}(\mathbf{\Gamma}) \cdot \mathbf{\Gamma} \equiv 0$ by antisymmetry of the vector cross product, the transverse torque is strictly orthogonal to the vertical axis, guaranteeing that $C_2$ is unaffected by the kick step without any numerical projection. \item \textbf{Groupoid Exponential ($t = 1$):} The kinematic rotation on $Z = \mathbb{S}^2$ is integrated in $\mathrm{SO}(3)$ acting simultaneously on gravity and angular momentum via Rodrigues' exponential formula: \begin{equation} \mathbf{R}_h = \mathbf{I} + \frac{\sin(h\|\mathbf{\Omega}^*\|)}{\|\mathbf{\Omega}^*\|} \widehat{\mathbf{\Omega}}^* + \frac{1 - \cos(h\|\mathbf{\Omega}^*\|)}{\|\mathbf{\Omega}^*\|^2} (\widehat{\mathbf{\Omega}}^*)^2, \qquad \mathbf{\Gamma}^{**} = \mathbf{R}_h^T \mathbf{\Gamma}^*, \quad \mathbf{\Pi}^{**} = \mathbf{R}_h^T \mathbf{\Pi}^*. \end{equation} This single-exponential map integrates the free rigid-body sub-step either for an isotropic top ($\mathbb{I} = I_0\mathbf{I}_3$, where $\mathbf{\Omega}^*$ is constant) or along each individual principal inertia axis in McLachlan's explicit symmetric three-rotation splitting $\mathbf{R}_h = \mathbf{R}_{h/2}^{(1)}\mathbf{R}_{h/2}^{(2)}\mathbf{R}_h^{(3)}\mathbf{R}_{h/2}^{(2)}\mathbf{R}_{h/2}^{(1)}$ of $H_{\mathrm{base}} = \sum_{a=1}^3 \Pi_a^2/(2I_a)$~\cite{mclachlan1993explicit}. In either realization, $\mathbf{R}_h \in \mathrm{SO}(3)$ is an exact orthogonal isometry on $\mathbb{S}^2$ and $\R^3$, preserving $C_1 = \|\mathbf{\Gamma}\|^2 \equiv 1$ and $C_2 = \mathbf{\Pi} \cdot \mathbf{\Gamma}$ identically to floating-point precision ($10^{-16}$). \end{enumerate} \begin{propbox}[Exact Casimir Preservation of the Heavy Top Splitting]{prop:heavy_top_casimirs} Following McLachlan~\cite{mclachlan1993explicit} and Hairer, Lubich, and Wanner~\cite[Sections~VII.5.3--VII.5.4]{hairer2006geometric}, let $\mathcal{S}_2(h) = \Phi_{h/2}^{\mathrm{normal}} \circ \Phi_h^{\mathrm{base}} \circ \Phi_{h/2}^{\mathrm{normal}}$ be the Strang splitting of the heavy rigid top on $\mathfrak{se}(3)^*$. Then $\mathcal{S}_2(h)$ unconditionally preserves both Casimirs: \begin{equation} C_1\bigl(\mathcal{S}_2(h) (\mathbf{\Pi}, \mathbf{\Gamma})\bigr) = C_1(\mathbf{\Pi}, \mathbf{\Gamma}), \qquad C_2\bigl(\mathcal{S}_2(h) (\mathbf{\Pi}, \mathbf{\Gamma})\bigr) = C_2(\mathbf{\Pi}, \mathbf{\Gamma}), \end{equation} identically for all step sizes $h \in \mathbb{R}$. \end{propbox} \leanrefright{cas1_heavy_top}{HeavyTop.heavy_top_strang_casimirs_exact}{06_HeavyTop_Theorems.lean} \begin{proofbox}[Proof of Proposition~\ref{prop:heavy_top_casimirs}] Along the normal fiber kick $\Phi_\tau^{\mathrm{normal}}(\mathbf{\Pi}, \mathbf{\Gamma}) = (\mathbf{\Pi} + \tau mgl(\mathbf{\Gamma} \times \boldsymbol{\chi}), \mathbf{\Gamma})$, the gravity vector $\mathbf{\Gamma}$ is unchanged so $C_1 = \|\mathbf{\Gamma}\|^2$ is trivially preserved, while the scalar triple product identity $(\mathbf{\Gamma} \times \boldsymbol{\chi}) \cdot \mathbf{\Gamma} = 0$ yields $(\mathbf{\Pi} + \tau mgl(\mathbf{\Gamma} \times \boldsymbol{\chi})) \cdot \mathbf{\Gamma} = \mathbf{\Pi} \cdot \mathbf{\Gamma} = C_2$. Along the base groupoid update $\Phi_h^{\mathrm{base}}(\mathbf{\Pi}^*, \mathbf{\Gamma}^*) = (\mathbf{R}_h^T \mathbf{\Pi}^*, \mathbf{R}_h^T \mathbf{\Gamma}^*)$ with $\mathbf{R}_h \in \mathrm{SO}(3)$, orthogonality $\mathbf{R}_h \mathbf{R}_h^T = \mathbf{I}$ preserves the Euclidean inner product on $\mathbb{R}^3$, so $\|\mathbf{R}_h^T \mathbf{\Gamma}^*\|^2 = \|\mathbf{\Gamma}^*\|^2$ and $(\mathbf{R}_h^T \mathbf{\Pi}^*) \cdot (\mathbf{R}_h^T \mathbf{\Gamma}^*) = \mathbf{\Pi}^* \cdot \mathbf{\Gamma}^*$. Applying Theorem~\ref{thm:casimir_preservation} to $\mathcal{S}_2(h) = \Phi_{h/2}^{\mathrm{normal}} \circ \Phi_h^{\mathrm{base}} \circ \Phi_{h/2}^{\mathrm{normal}}$ concludes the proof. \end{proofbox} Every stage of the composition preserves both invariants identically, illustrating how the explicit Lie--Poisson splitting methods developed by Channell and Scovel~\cite{channell1991integrators} and McLachlan~\cite{mclachlan1993explicit} provide a Lie--Poisson counterpart to the normal cone base-fiber decoupling on $\mathfrak{se}(3)^*$. \newpage To synthesize this geometric architecture into an operational reference, we summarize the resulting structure in the dedicated specification below. This structural synopsis delineates the reduced phase-space geometry, the canonical Hamiltonian polarization into base and normal components, and the unconditionally preserved Lie--Poisson Casimirs, establishing the unified classification format adopted for constrained and singular systems throughout this treatise: \begin{conormalbox}{Euler--Poisson Heavy Top on $\mathfrak{se}(3)^*$} \textbf{Geometric Base \& Normal Fiber:} The physical state describes a heavy rigid body spinning about a fixed pivot under uniform vertical gravity. The system is parameterized by the body angular momentum vector $\mathbf{\Pi} = (\Pi_1, \Pi_2, \Pi_3) \in \mathfrak{so}(3)^* \cong \R^3$ in the body frame, the unit Poisson vector $\mathbf{\Gamma} = (\Gamma_1, \Gamma_2, \Gamma_3) \in \mathbb{S}^2$ tracing the spatial gravity direction, the positive-definite inertia tensor $\mathbb{I} = \operatorname{diag}(I_1, I_2, I_3)$, and the constant center-of-mass displacement vector $\boldsymbol{\chi} \in \R^3$. The reduced phase space is the dual Lie algebra $\mathfrak{se}(3)^* \cong \mathfrak{so}(3)^* \times \R^3$, whose symplectic leaves are coadjoint orbits equipped with the Kirillov--Kostant--Souriau 2-form: \begin{align} \mathcal{O}_{c_1, c_2} &= \left\{(\mathbf{\Pi}, \mathbf{\Gamma}) \in \mathfrak{se}(3)^* \;\middle|\; \|\mathbf{\Gamma}\|^2 = c_1 > 0, \; \mathbf{\Pi} \cdot \mathbf{\Gamma} = c_2\right\}, \\ \omega_{\mathrm{KKS}}(\delta u, \delta v) &= -\langle (\mathbf{\Pi}, \mathbf{\Gamma}), [u, v]\rangle. \end{align} The kinematic configuration base corresponding to zero rotational momentum is the unit sphere: \begin{equation} Z = \left\{(\mathbf{\Pi}, \mathbf{\Gamma}) \in \mathfrak{se}(3)^* \;\middle|\; \mathbf{\Pi} = \mathbf{0}, \; \|\mathbf{\Gamma}\|^2 = 1\right\} \cong \mathbb{S}^2, \qquad \mathcal{I}_Z = \langle \Pi_1, \Pi_2, \Pi_3, \|\mathbf{\Gamma}\|^2 - 1 \rangle \subset \mathcal{O}_{\mathfrak{se}(3)^*}. \end{equation} \textbf{Hamiltonian Polarization:} Polarizing the physical energy into base kinematic rotation and transverse gravitational torque: \begin{equation} H(\mathbf{\Pi}, \mathbf{\Gamma}) = \underbrace{\frac{1}{2}\mathbf{\Pi} \cdot \mathbb{I}^{-1}\mathbf{\Pi}}_{H_{\mathrm{base}}} + \underbrace{mgl\,(\mathbf{\Gamma} \cdot \boldsymbol{\chi})}_{H_{\mathrm{normal}}}. \end{equation} \begin{itemize}[leftmargin=1.5em, itemsep=1pt, topsep=1pt] \item \emph{Base Kinematic Hamiltonian $H_{\mathrm{base}}$}: Generates free Euler rigid body rotation along the symmetry base $Z \cong \mathbb{S}^2$, integrated via Rodrigues' formula in $\mathrm{SO}(3)$ acting simultaneously on $\mathbf{\Gamma}$ and $\mathbf{\Pi}$ (or via McLachlan's 3-rotation splitting~\cite{mclachlan1993explicit}), preserving both Casimirs $C_1$ and $C_2$ strictly without truncation error. \item \emph{Normal Potential Hamiltonian $H_{\mathrm{normal}}$}: Generates transverse gravitational torque $\mathbf{K}(\mathbf{\Gamma}) = mgl(\mathbf{\Gamma} \times \boldsymbol{\chi})$, integrated as an exact abelian translation $\mathbf{\Pi} \mapsto \mathbf{\Pi} + h \mathbf{K}(\mathbf{\Gamma})$ along the transverse momentum fiber $\mathfrak{so}(3)^* \cong N_Z \mathfrak{se}(3)^*$. \end{itemize} \textbf{Preserved Invariants:} Under the symmetric Strang splitting $\mathcal{S}_2(h) = \Phi_{h/2}^{\mathrm{normal}} \circ \Phi_h^{\mathrm{base}} \circ \Phi_{h/2}^{\mathrm{normal}}$, both quadratic Lie--Poisson Casimirs are conserved identically along trajectories: \begin{align} \{C_1, H_{\mathrm{base}}\} = \{C_1, H_{\mathrm{normal}}\} \equiv 0 &\implies \frac{\mathrm{d}C_1}{\mathrm{d}t} \equiv 0, \\ \{C_2, H_{\mathrm{base}}\} = \{C_2, H_{\mathrm{normal}}\} \equiv 0 &\implies \frac{\mathrm{d}C_2}{\mathrm{d}t} \equiv 0, \end{align} guaranteeing unconditional confinement to the coadjoint orbit $\mathcal{O}_{1, c_2}$.\par\vspace{3pt} \leanrefright{cas1_heavy_top}{HeavyTop.heavy_top_strang_casimirs_exact}{06_HeavyTop_Theorems.lean} \end{conormalbox} \newpage \subsubsection{Case Study 2: The Bogomolov--Kirchhoff Point Vortex System on $\mathbb{S}^2$} A parallel realization occurs for the spherical point vortex system formulated by Bogomolov~\cite{bogomolov1977dynamics} (extending Helmholtz's vortex principles and Kirchhoff's planar Hamiltonian dynamics~\cite{kirchhoff1876}), with Hamiltonian: \begin{equation} H(\mathbf{x}_1, \dots, \mathbf{x}_K) = -\frac{1}{4\pi} \sum_{1 \le i < j \le K} \Gamma_i \Gamma_j \ln \|\mathbf{x}_i - \mathbf{x}_j\|^2 = \sum_{1 \le i < j \le K} H_{ij}, \qquad \mathbf{x}_i \in \mathbb{S}^2, \end{equation} where $\Gamma_i \in \R \setminus \{0\}$ denotes the vortex circulation and $\|\mathbf{x}_i - \mathbf{x}_j\| = 2\sin(\theta_{ij}/2)$ is the Euclidean chord distance in $\R^3$, which yields the exact Green's function on $\mathbb{S}^2$ up to an additive constant. Here, the phase space is the compact manifold $(\mathbb{S}^2)^K$ equipped with the symplectic form $\omega = \sum_{i=1}^K \Gamma_i \, \omega_{\mathbb{S}^2}^{(i)}$ (Kähler when all $\Gamma_i > 0$). The singular loci are pairwise collision strata $\Delta_{ij} = \{\mathbf{x} \in (\mathbb{S}^2)^K \mid \mathbf{x}_i = \mathbf{x}_j\}$. Rather than separating a kinetic cotangent drift and a potential kick, the normal cone philosophy of isolating singular divisors adapts to first-order vortex dynamics via the Lie--Poisson splitting framework of McLachlan~\cite{mclachlan1993explicit}, instantiated for spherical point vortex pairs by Myerscough and Frank~\cite{myerscough2016explicit}: \begin{enumerate}[leftmargin=2em, itemsep=2pt, topsep=2pt] \item \textbf{Pairwise Lie--Poisson Foliation:} The Hamiltonian is decomposed into $K(K-1)/2$ autonomous pairwise stages $H = \sum_{i