Shaoyi Yang / Reading notes
论文解读
这里整理我阅读的求解器、科学计算与 AI 论文。这些是辅助理解原论文的学习笔记;我的研究成果列在研究与发表页面。
NonlinearSolve.jl: High-Performance Nonlinear Solvers in JuliaSolver · Julia · Nonlinear
Uno: A Unified Solver for Nonlinearly Constrained OptimizationSolver · NLP · Optimization
AVO: Agentic Variation Operators for Autonomous Evolutionary SearchLLM Agent · Evolutionary
Timer-S1: Serial Scaling for Time Series ForecastingTime Series · Scaling Law
AI Scientist: End-to-End Autonomous ResearchAI Research · Automation
SAFT-VR: Statistical Associating Fluid TheoryThermodynamics · EoS
Multi-Agent LLMs for Process Systems EngineeringLLM · PSE · Crystallization · NMPC
Improved modAB Root-Finding AlgorithmBracketing · NonlinearSolve.jl · 92-function benchmark
ANTIGONE: Global Optimization of Nonlinear EquationsMINLP · Global Optimization · Branch-and-Cut