Knowledge-guided search finds biological ODEs that data-fitting misses
MEDA shows literature-derived constraints, not trajectory fit, are the load-bearing part of recovering mechanistic models.
Dynamical Systems
Dynamics of differential equations and flows, mechanics, classical few-body problems, iterations, complex dynamics, delayed differential equations
sort pith recommended most recent
MEDA shows literature-derived constraints, not trajectory fit, are the load-bearing part of recovering mechanistic models.
It stays strongly pluripotent only on the majority subset, creating a robust obstruction inside the affine family.
· “A robust obstruction to full strong pluripotency for wild blender-horseshoes”
New proof answers an open question; infinite-measure entropy creates a zero-or-infinity gap
· “Hereditary Lowerability of Topological Dynamical Systems”
Every continuous reparameterization is matched to a group metric; word metrics yield flows with all orbits of integer length.
· “A geometric correspondence for reparameterizations of geodesic flows”
WGFINNs preserve exact thermodynamic constraints and deliver more accurate predictions than strong-form alternatives at all noise levels.
· “WGFINNs: Weak formulation-based GENERIC formalism informed neural networks”
λ and θ encode the boundary map; if a conjecture holds, cut points are read from walks in a graph.
Short proof: any non-precompact group has a uniformly continuous function whose orbit is an ℓ1 basis.
For n≥3, PSL_n(Z)'s reduced C*-algebra has no exotic invariant subalgebras — rigidity matches the von Neumann case.
A flow cross-section with finite measure makes face statistics universal for almost every sail.
· “Generalised Gauss--Kuzmin Distribution for Klein sails in mathbb R³”
A single rank-one factorization unifies the classical five-body and Dziobek systems, even on degenerate strata.
Chip totals in the open band (2|E|-|V|, 2|E|) force every vertex to fire on alternate rounds.
· “All parallel chip-firing games with 2|E|-|V|<|σ|<2|E| have period 2”
This higher-order cut-and-project yields Bernoulli mixtures under weak mixing and details Howe-Moore failure for the groups.
· “{ASL_n}(mathbb Z) invariant random subsets of mathbb Z^n”
Density-1/2 sets satisfy |A Δ (ax+b)| = o(p) for all |a|,|b| = o(log p), solving Green's open problem 90.
· “Almost Affine Invariance Over Prime Fields: Green Problem 90”
The group is amenable exactly when F is, yet its minimal line actions lack a Borel transversal for conjugacy.
A long-observed numerical monotonicity in the Lotka-Volterra strong-competition model now has an analytic proof
Lacunary hopping weights make wave packets flatten like |t|^{-N} for every N, with no universal speed limit.
· “Arbitrarily Fast Quantum Dispersion in Long-Range Crystals”
Quantitative strengthening of the norm-convergence theorem with computable constants, verified in Lean 4.
A suspension flow over the full shift with a continuous non-Hölder roof function has the shadowing property but fails local product…
· “Local Product Structure of Expansive Flows with Shadowing Property”
Even with infinitely many cusps, first-return data and a renormalized product keep orbit information computable.
· “Zeta renormalization and pressure at infinity for an infinitely cusped tree lattice”
Chaos propagates and the CLT holds with explicit covariance and a 1/√N error rate.
· “Propagation of Chaos and Gaussian Fluctuations for Mean-field Coupled Maps”
For most regular endomorphisms of C^k, equal measures force equal maps—up to iteration in C^2.
· “Measure rigidity for regular polynomial endomorphisms and applications”
A neural operator that splits solutions into a manifold coordinate and a residual beats FNO over long rollouts.
· “Inertial Manifold Neural Operator for Dissipative Time-Dependent Partial Differential Equations”
Invariant holonomies replace the smoothness assumption and the result reaches discontinuous cocycles too.
· “Periodic approximation of Lyapunov exponents for cocycles admitting invariant holonomies”
Kuramoto model with inertia shows hysteresis beyond a dimension-dependent threshold; odd dimensions still jump at zero inertia.
· “Inertial synchronization of networked oscillators in arbitrary dimensions”
From cutting-and-stacking data alone, the paper builds orbit maps and a full topological invariant.
· “Explicit construction of orbit equivalence for rank-one actions”
Lacunary sampling of nearest-neighbour distances yields explicit Weibull, Fréchet, and logarithm laws.
· “Extreme values and logarithm laws for toral translations”
A unified equation yields model-based, sensory, incremental, and hybrid NDI laws and shows how to choose between them.
· “Dynamic Inversion: An Incrementally Evolving Methodology for Flight Control Design”
On hyperbolic space the alignment theorem holds unconditionally, without extra assumptions on trajectories.
For every closed manifold of dimension at least three, there is an open set of C^1 diffeomorphisms whose wild blender-horseshoes are…
A framework using structured stochastic liftings, delay windows, and state-space enrichment to detect and repair non-closure in probability…
· “Identifying Probability Localization Dynamics via Structured Stochastic Liftings”
The Myrberg set equals the union of limiting lines; four lines in the Kulkarni set force hyperbolicity.
· “Asymptotic flag geometry of complex Kleinian groups in mathbb{P}²_mathbb{C}”
Absolute and distributional chaos divide generically across all observation schemes.
A growth exponent near 0.1523 settles the hyperfiniteness question for amenable actions of that growth.
Quantitative bounds on Lyapunov exponents imply localization length at most C W^2 for the 1D block Anderson model.
· “Quantitative Furstenberg Theory for Large Random Matrices”
Connectedness forces polynomial recurrence in every prescribed residue class and settles a conjecture.
· “Connectedness of polynomial diagonal orbit closures for minimal nilrotations and applications”
On Schwartz space, the symbol's fixed points and derivative growth decide whether its operator shadows or expands.
· “Linear dynamics of composition operators on Schwartz spaces”
Each subsystem solves one local problem; stability follows from an M-step Lyapunov estimate and a checked prediction margin
· “Distributed model predictive control via finite-step control Lyapunov functions”
PINN learns the interface derivative once; elastic, piezoelectric and piezomagnetic half-spaces reuse it.
The conformal shape of one parabolic basin pins down the whole rational map, and parabolic basins can be perturbed to attracting ones.
A model with vaccination and waning immunity shows that crossing a critical delay triggers sustained oscillations that never die out.
· “Stability and Hopf Bifurcation of a Delayed SVIRS Epidemic Model with Media Coverage”
For Markov GL(2) cocycles, perturbing matrices or transition kernel shifts both exponents by a log modulus.
· “Log-H\"oder continuity at zero Lyapunov gap for finite state Markov GL(2)-cocycles”
Chaotic systems: short trajectories diverge, but long-run statistics match the true attractor.
· “Symbolic Neural ODEs: Learning interpretable models from time-series data”
Near an ergodic torus automorphism with two-dimensional center, a single conjugacy makes every commuting homeomorphism affine.
Any non-empty exceptional set has positive 1/log(1/r)-Hausdorff measure; over finite fields the measure is infinite.
Two coupled equations reproduce chronic, delayed, recovery and resilient depression courses.
A five-term trace-field formula gives the first Lyapunov coefficient in predator-prey systems.
Three contracting maps build a sub-self-similar set whose two fractal dimensions disagree.
· “Sub-self-similar sets with distinct Hausdorff and Box dimensions”
A new four-compartment model shows the basic reproduction number decides whether hepatitis B dies out or persists, and joint optimal…
Any measure with entropy ε below the maximum lies within C√ε of the max-entropy measure in d-bar.
· “Effective uniqueness of the measure of maximal entropy in Ornstein's bar{d}-metric”
A 19-parameter family of equations is now proved to have only converging bounded orbits, with zero entropy on every compact invariant set.
So any smooth diffeomorphism isotopic to the identity can be approximated by just three time-independent flows.
· “Integrable Generators of Algebraic Vector Fields for Real Connected Semi-simple Matrix Groups”
Entropy, pressure, equilibrium states, and minimizing measures then transfer exactly from the base dynamics.
On any ergodic compact abelian group, Haar measure can be singled out by an explicit continuous function.
The finite-window logarithm of the one-cycle Koopman operator stays bounded at zero detuning and recovers the Kerr jump: Ξ=3.52 vs 3.54
· “Resonance crossings as entire functions of the Koopman operator”
The same convex function drives dually flat manifolds, double-bracket flows, and singular blow-ups in one framework.
On self-similar fractals, almost every continuous surface has box dimension exactly η above its horizon.
· “On the horizon problem over the product of self-similar fractals”
A finite-index treeing produces a quasi-periodic almost equality class, advancing the finite index treeability problem.
The proof also forces vanishing first ℓ²-Betti number and anti-treeability.
Subsurface entropies accumulate exactly where the complement still has room for a curve, with a real gap below 1.
Under constant delay, the true contact force reaches the operator as both robot velocities decay to zero.
Reservoir computing isolates why the multi-model mean beats its members: errors cancel along the unstable manifold of chaos.
· “Understanding the superiority of multi-model ensemble forecasts through reservoir computing”
One cell of any finite partition must itself be a set of nice recurrence—a long-open Ramsey question.
Adding prompt embeddings to residual scores lifts F1 most where violations hinge on prompt-response interaction.
· “Enforcing LLM Safety through DMD-based Classification of Prompt-Response Embedding Dynamics”
All pure high-order terms trace to one factor, so hunting deeper singularities becomes solving one polynomial.
· “An exact structural identity and its normal form consequences in a modified Leslie--Gower model”
Adding one breakpoint at a time and using infinity as an outer boundary yields the conjectured lower-bound counts.
· “The number of limit cycles of piecewise linear Li\'enard systems”
The answer to the open problem depends on whether surjectivity implies right invertibility.
· “Resolving the generalized hyperbolicity conjecture for shadowing”
All self-similar motions fall into four classes; any curve can evolve to any other.
A structural test on one Hessian matrix replaces costly Lie-bracket checks and PDE solving for nonlinear observers.
Closure of an unstable manifold is the whole maximal attractor in planar perturbations of unimodal maps.
· “Maximal attractors for perturbations of unimodal maps near a homoclinic tangency”
Clopen evaluations build a dimension group whose order interval is exactly the clopen sets.
· “Affine Evaluation Maps, Dimension Groups, and Fair measures”
A row-pattern check on the stoichiometric matrix decides degeneracy; steady states are binomial.
· “Characterization of Minimal Degenerate Zero-One Reaction Networks”
The generic Cantor-action property climbs finite-index inclusions; its Borel rank lies between the second and fourth arithmetical levels.
· “Finite-Index Lifting of Strong Topological Rokhlin Property and Descriptive Complexity”
New proof: any two commuting bounded-to-one Borel maps generate an equivalence relation that is hyperfinite.
· “Hyperfiniteness of bounded-to-one actions of commutative monoids”
For every n≥3, new curved tori give each primitive hypersurface class an area-minimizing foliation; stable norms can't detect flatness.
· “Minimal foliations, codimension-one stable norms, and a question of Bangert”
A single average of transfer-operator eigenvalues determines both fiber and total entropy.
· “A Relative Variational Principle for Expanding Iterated Function Systems”
For random C1 maps, this equivalence yields continuity and expansion criteria for Lyapunov exponents.
One stabilizability estimate yields compact attractors, uniform H²×H¹ bounds, and a well-behaved α→0 limit.
· “Attractors and Singular Limits for a Quintic Wave Equation with Nonlocal Kelvin--Voigt Damping”
Ordered diffusion kernels convert an ordering function into an SDE generator, decoupling drift from noise.
A coarse grid, a Markov chain, and a filter expose ordered epochs inside chaotic dynamics—no trajectory inspection required.
· “Set-Oriented Approach to the Analysis of Chaotic Itinerancy”
For every n≥2, cycles born near infinity and near a two-cuspidal lips polycycle coexist in one family.
· “Cyclicity of lips and center-focus problem near infinity”