Research · 2021—2026

Waves, singularities, and nonlinear dynamics.

My work studies the mathematical behavior of dispersive partial differential equations—particularly well-posedness, scattering, and finite-time blow-up for nonlinear Schrödinger equations.

Peer-reviewed & forthcoming

Selected publications

04 works
Published2026

Blow-Up Criteria for the 1D NLS With Combined Nonlinearities

Alex D. Rodriguez

Studies in Applied Mathematics · 157(2), e70272

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Finite-time blow-up is studied for the one-dimensional nonlinear Schrödinger equation with combined nonlinearities. Two families of sufficient conditions are obtained: negative-energy conditions for a triple nonlinearity and for convergent infinite sums, including an exponential nonlinearity; and a positive-energy condition for a double nonlinearity with defocusing–focusing coefficients. Examples of initial data satisfying both kinds of conditions are provided.

Published2026

The Nonlinear Schrödinger Equation With Combined Nonlinearities in 1D

Oscar Riaño, Alex D. Rodriguez, Svetlana Roudenko

Nonlinearity · 39(5), 055014

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Consider \[ i u_t + u_{xx} + \mathcal{N}(u)u=0, \qquad x,t\in\mathbb{R}, \] where \[ \mathcal{N}(u)=\sum d_k |u|^{\alpha_k}, \qquad \alpha_k>0. \] For weighted initial data in a subclass of \(H^1(\mathbb{R})\), local well-posedness is established for arbitrary positive exponents using the Cazenave–Naumkin approach rather than Strichartz estimates. A pseudo-conformal transformation gives global solutions for quadratic-phase data, together with scattering in \(H^1(\mathbb{R})\) when the phase \(e^{ib|x|^2}\) has sufficiently large \(b>0\). Infinite sums permit nonlinearities such as \(e^{\gamma |u|^k}u\), as well as sine- and cosine-type nonlinearities. Numerical experiments cover double-power and exponential examples and show that the ground state does not generally form a sharp boundary between scattering and finite-time blow-up.

Published2021

Behavior of Solutions to the 1D Focusing Stochastic Nonlinear Schrödinger Equation With Spatially Correlated Noise

Annie Millet, Alex D. Rodriguez, Svetlana Roudenko, Kai Yang

Stochastics and Partial Differential Equations: Analysis and Computations · 9(4)

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The one-dimensional focusing stochastic nonlinear Schrödinger equation is considered in the \(L^2\)-critical and supercritical regimes, with multiplicative Stratonovich noise driven by a Wiener process that is white in time and colored in space. The mass, represented by the \(L^2\)-norm, is conserved, whereas the Hamiltonian energy is not. Theory and computation examine how several spatial-correlation kernels, discretization parameters, and numerical schemes affect the energy. Numerical experiments then estimate blow-up-versus-scattering probabilities and indicate that spatially correlated perturbations do not materially change the blow-up dynamics, apart from shifting the blow-up center.

ForthcomingForthcoming

Review of Well-Posedness Methods for the 1D Nonlinear Schrödinger Equation With an Application to Combined Nonlinearities

Alex D. Rodriguez, Gia Azcoitia, Hannah Wubben, Svetlana Roudenko

Involve, a Journal of Mathematics

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For the one-dimensional nonlinear Schrödinger equation with power nonlinearity \[ |u|^\alpha u, \qquad \alpha>0, \] two methods for local well-posedness are compared. The first uses Strichartz estimates with initial data in \(L^2\) or \(H^1\); in the \(H^1\) setting it typically applies when \(\alpha\geq 1\). The second uses weighted estimates that commute with derivatives, together with an infimum condition on the initial data. This weighted approach covers the full range \(0<\alpha<\infty\) and can treat sums of nonlinearities. It is applied to finitely many combined nonlinear terms, including physically relevant models such as those arising in laser optics, where the absence of scaling invariance makes the first approach difficult to use.

Current work

Preprints & in progress

Public manuscripts are linked when available; developing projects are listed with their current status.

P01
Submitted · Public preprint

Soliton Profiles in 1D: Enhanced Neural-Network Solvers and Constrained Deep Ritz Methods

Chandler Haight, Alex D. Rodriguez, Svetlana Roudenko

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We develop and compare enhanced neural-network solvers for one-dimensional ground-state profiles, which are solutions of $$Q^{\prime\prime}=bQ-\gamma Q^{p},\quad Q>0,\quad p>1, \quad b>0,$$the stationary profile equation for the nonlinear Schr\"odinger, generalized Korteweg--de Vries, and nonlinear Klein--Gordon equations. Its explicit \(\operatorname{sech}\)-type solutions serve as exact reference for error computation. We improve on the standard Adam-trained physics-informed neural network (PINN) baseline by introducing higher-order optimization via Gauss-Newton / Levenberg-Marquardt and L-BFGS refinements, as well as Fourier-feature PINNs, and constrained Deep Ritz (DR) formulations. In DR approaches we introduce two new neural-network formulations: a Nehari-constrained Deep Ritz method, in which the height is learned by projecting onto the Nehari/Pokhozhaev manifold, and a Weinstein Deep Ritz method, in which the profile shape minimizes the Weinstein quotient. The Deep Ritz formulations perform best overall, in particular, the Weinstein variant gives the best error-runtime balance. The neural network based solvers remain less accurate and efficient than classical Petviashvili iteration in 1D, but their mesh-free formulation and independence from exact profiles make them promising in higher dimensions and for more complicated nonlinearities and dispersive operators.

P02
Manuscript in preparation

Well-Posedness in Weighted Spaces for the Inhomogeneous NLS

Xavier Purroy, Alex D. Rodriguez, Svetlana Roudenko

P03
Manuscript in preparation

The Nonlinear Schrödinger Equation With Combined Nonlinearities in Higher Dimensions

Iryna Petrenko, Oscar Riaño, Alex D. Rodriguez, Svetlana Roudenko

P04
Work in progress

Local Well-Posedness for the Nonlinear Klein–Gordon Equation

Oscar Riaño, Alex D. Rodriguez