非线性微分动力系统指导的微分方程智能求解神经架构

Release time:2026-07-12

Leading Scientist:刘圣军

Note:该项目聚焦偏微分方程智能求解中的稳定性、可解释性和泛化能力等关键问题，将非线性微分动力系统、数值分析理论与深度神经网络架构设计相结合，发展稳健、可解释、可推广的新型智能求解方法。

Supported by:国家自然科学基金委员会

Type of Research Outcome:Thesis

Classification of Project:National Natural Science Foundation

Sub-Class of Project:International cooperation research project

Type of Project:国际（地区）合作研究与交流项目

Nature of Project:NSFC Projects of International Cooperation

Supported by:National Natural Science Foundation of China (NSFC)

Project level:National

Project Participants:刘新儒, 刘红娟

Project Number:W2612009

Classification of Disciplines:Natural Science

First-Level Discipline:Mathematics

Date of Project Approval:2026-06-09

Scheduled completion time:2029-06-30

Date of Project Completion:2029-06-30

Date of Project Initiation:2026-07-01

Project Approval Number:W2612009

Subsidy Amount:150.0