惯性聚合 高效追踪和阅读你感兴趣的博客、新闻、科技资讯
阅读原文 在惯性聚合中打开

推荐订阅源

GbyAI
GbyAI
Jina AI
Jina AI
月光博客
月光博客
博客园_首页
奇客Solidot–传递最新科技情报
奇客Solidot–传递最新科技情报
IT之家
IT之家
Hugging Face - Blog
Hugging Face - Blog
T
Tailwind CSS Blog
V
Visual Studio Blog
OSCHINA 社区最新新闻
OSCHINA 社区最新新闻
大猫的无限游戏
大猫的无限游戏
让小产品的独立变现更简单 - ezindie.com
让小产品的独立变现更简单 - ezindie.com
阮一峰的网络日志
阮一峰的网络日志
量子位
博客园 - 【当耐特】
The Cloudflare Blog
宝玉的分享
宝玉的分享
博客园 - 聂微东
博客园 - 叶小钗
美团技术团队
G
Google Developers Blog
人人都是产品经理
人人都是产品经理
博客园 - Franky
小众软件
小众软件

math updates on arXiv.org

Coupling-Robust Accuracy in Multiphysics Physics Informed Neural Networks via Kronecker-Preconditioned Optimization Non-normal spectral signatures of instability in neural network training dynamics Optimization of randomized neural networks for transfer operator approximation Selective Ambulance Dispatch Under Contextual Travel-Time Uncertainty LLAMA LIMA: A Living Meta-Analysis on the Effects of Generative AI on Learning Mathematics Neural Flow Operators can Approximate any Operator: Abstract Frameworks and Universal Approximations LLMs as Noisy Channels: A Shannon Perspective on Model Capacity and Scaling Laws On the Stability of Spherical Hellinger-Kantorovich Flows and Their Implications for Differential Privacy Training-Free Looped Transformers Move on Muon : A Hamiltonian probability gradient flow perspective of Muon optimizer Entrywise Error Bounds for Spectral Ranking with Semi-Random Adversaries Asymmetric Scaling Laws from Sparse Features Is Dimensionality a Barrier for Retrieval Models? RA-DCA: A Randomized Active-Set DCA for Directional Stationarity in Max-Structured DC Programs Commutator-Induced Uncertainty in VAEs Weisfeiler-Leman Is Incomplete on Simple Spectrum Graphs, so Canonicalize Them Sparse In-Network Learning via Shortest-Path Backpropagation and Finite-Rate Gating Instance-Optimal Estimation with Multiple LLM Judges on a Budget Entropy Equivalence Testing Expand More, Shrink Less: Shaping Effective-Rank Dynamics for Dense Scaling in Recommendation Any-Dimensional Invariant Universality Operationalizing Individual Fairness via Gradient Descent and Bradley-Terry Models Anytime Training with Schedule-Free Spectral Optimization Diffusion-based Denoising Beats Vanilla Score Matching in Parameter Estimation: A Theoretical Explanation Resilience Characterization of AI-Native Wireless Receivers via Persistent Homology The General Theory of Localization Methods Group-Algebraic Tensors: Provably-optimal Equivariant Learning and Physical Symmetry Discovery General Lower Bounds for Differentially Private Federated Learning with Arbitrary Public-Transcript Interactions PilotWiMAE: Pilot-Native Representation Learning for Wireless Channels Proximal basin hopping: global optimization with guarantees
Asymptotics of Soliton Gas for the Derivative Nonlinear S...
[Submitted on 23 Jun 2026] · 2026-06-24 · via math updates on arXiv.org

View PDF

Abstract:There are three types of derivative nonlinear Schrodinger (DNLS) equations, which are gauge equivalent to each other. Starting from a reflectionless potential of the DNLS equation, we formulate a pure \(N\)-soliton solution via a meromorphic Riemann-Hilbert problem and study its continuum limit as \(N\to\infty\). Under a suitable scaling of the normalizing constant, this limit yields a \(\bar\partial\)-problem that provides a continuous spectral description of the DNLS soliton gas. For admissible domains, e.g., ellipses with Schwarz-function boundaries, the \(\bar\partial\)-problem reduces to a contour Riemann-Hilbert problem, enabling derivation of the large-\(x\) and long-time asymptotics of the soliton gas. In the large-\(x\) regime, the soliton gas decays exponentially as \(x\to+\infty\) while approaches a periodic elliptic background as \(x\to-\infty\). For long-time asymptotics, the self-similar variable \(\xi=x/t\) leads to two distinct scenarios, producing stratified asymptotic regions described by one-phase, two-phase, or three-phase Riemann theta functions. A key structural feature is the symmetry-induced genus reduction: the Abelian geometry associated with an apparent \((2N+1)\)-genus Riemann surface degenerates to that of an effective \(N\)-genus surface. We also derive a kinetic equation for the effective group velocity of a test soliton moving through the soliton gas. Finally, it is shown that the continuum-limit solution admits a Fredholm determinant representation, yielding the associated \(\tau\)-function and thereby providing an operator-theoretic characterization of the DNLS soliton gas.

Submission history

From: Xinyu Wang [view email]
[v1] Tue, 23 Jun 2026 11:12:17 UTC (9,462 KB)