AutoMS: Multi-Agent Evolutionary Search for Cross-Physics Inverse Microstructure Design
Fuente:
arXiv
Saved in:
| Main Authors: | Zhao, Zhenyuan, Xing, Yu, Xue, Tianyang, Cao, Lingxin, Yan, Xin, Lu, Lin |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
GMT: A Geometric Multigrid Transformer Solver for Microstructure Homogenization
by: Xing, Yu, et al.
Published: (2026)
by: Xing, Yu, et al.
Published: (2026)
Symmetry-Guided Multi-Agent Inverse Reinforcement Learning
by: Tian, Yongkai, et al.
Published: (2025)
by: Tian, Yongkai, et al.
Published: (2025)
ClawNet: Human-Symbiotic Agent Network for Cross-User Autonomous Cooperation
by: Yang, Zhiqin, et al.
Published: (2026)
by: Yang, Zhiqin, et al.
Published: (2026)
Understanding the Importance of Evolutionary Search in Automated Heuristic Design with Large Language Models
by: Zhang, Rui, et al.
Published: (2024)
by: Zhang, Rui, et al.
Published: (2024)
AutoFPDesigner: Automated Flight Procedure Design Based on Multi-Agent Large Language Model
by: Zhu, Longtao, et al.
Published: (2024)
by: Zhu, Longtao, et al.
Published: (2024)
AutoMaAS: Self-Evolving Multi-Agent Architecture Search for Large Language Models
by: Ma, Bo, et al.
Published: (2025)
by: Ma, Bo, et al.
Published: (2025)
Inverse Attention Agents for Multi-Agent Systems
by: Long, Qian, et al.
Published: (2024)
by: Long, Qian, et al.
Published: (2024)
MAGE: Multi-Agent Self-Evolution with Co-Evolutionary Knowledge Graphs
by: Yang, Ruiyi, et al.
Published: (2026)
by: Yang, Ruiyi, et al.
Published: (2026)
AutoBinder Agent: An MCP-Based Agent for End-to-End Protein Binder Design
by: Ge, Fukang, et al.
Published: (2026)
by: Ge, Fukang, et al.
Published: (2026)
Toward Real-World Table Agents: Capabilities, Workflows, and Design Principles for LLM-based Table Intelligence
by: Tian, Jiaming, et al.
Published: (2025)
by: Tian, Jiaming, et al.
Published: (2025)
A Pairwise Comparison Relation-assisted Multi-objective Evolutionary Neural Architecture Search Method with Multi-population Mechanism
by: Xue, Yu, et al.
Published: (2024)
by: Xue, Yu, et al.
Published: (2024)
HEAS: Hierarchical Evolutionary Agent-Based Simulation Framework for Multi-Objective Policy Search
by: Zhang, Ruiyu, et al.
Published: (2025)
by: Zhang, Ruiyu, et al.
Published: (2025)
Advancing Automated Algorithm Design via Evolutionary Stagewise Design with LLMs
by: Lu, Chen, et al.
Published: (2026)
by: Lu, Chen, et al.
Published: (2026)
Evolutionary Search for Automated Design of Uncertainty Quantification Methods
by: Seleznyov, Mikhail, et al.
Published: (2026)
by: Seleznyov, Mikhail, et al.
Published: (2026)
CATArena: Evaluating Evolutionary Capabilities of Code Agents via Iterative Tournaments
by: Fu, Lingyue, et al.
Published: (2025)
by: Fu, Lingyue, et al.
Published: (2025)
SEMAG: Self-Evolutionary Multi-Agent Code Generation
by: Peng, Yulin, et al.
Published: (2026)
by: Peng, Yulin, et al.
Published: (2026)
Multi-Agent Reinforcement Learning for Inverse Design in Photonic Integrated Circuits
by: Mahlau, Yannik, et al.
Published: (2025)
by: Mahlau, Yannik, et al.
Published: (2025)
AutoPatent: A Multi-Agent Framework for Automatic Patent Generation
by: Wang, Qiyao, et al.
Published: (2024)
by: Wang, Qiyao, et al.
Published: (2024)
DoVer: Intervention-Driven Auto Debugging for LLM Multi-Agent Systems
by: Ma, Ming, et al.
Published: (2025)
by: Ma, Ming, et al.
Published: (2025)
GPTFUZZER: Red Teaming Large Language Models with Auto-Generated Jailbreak Prompts
by: Yu, Jiahao, et al.
Published: (2023)
by: Yu, Jiahao, et al.
Published: (2023)
AesopAgent: Agent-driven Evolutionary System on Story-to-Video Production
by: Wang, Jiuniu, et al.
Published: (2024)
by: Wang, Jiuniu, et al.
Published: (2024)
DOMAINEVAL: An Auto-Constructed Benchmark for Multi-Domain Code Generation
by: Zhu, Qiming, et al.
Published: (2024)
by: Zhu, Qiming, et al.
Published: (2024)
AutoSearch: Adaptive Search Depth for Efficient Agentic RAG via Reinforcement Learning
by: Sun, Jingbo, et al.
Published: (2026)
by: Sun, Jingbo, et al.
Published: (2026)
Evolutionary Ensemble of Agents
by: Yu, Zongmin, et al.
Published: (2026)
by: Yu, Zongmin, et al.
Published: (2026)
Beyond Monolithic Architectures: A Multi-Agent Search and Knowledge Optimization Framework for Agentic Search
by: Chen, Yiqun, et al.
Published: (2026)
by: Chen, Yiqun, et al.
Published: (2026)
Compute Allocation in Evolutionary Search: From Depth-Breadth to Multi-Armed Bandits
by: Xing, Sixue, et al.
Published: (2026)
by: Xing, Sixue, et al.
Published: (2026)
When One Moment Isn't Enough: Multi-Moment Retrieval with Cross-Moment Interactions
by: Cao, Zhuo, et al.
Published: (2025)
by: Cao, Zhuo, et al.
Published: (2025)
Evo-MARL: Co-Evolutionary Multi-Agent Reinforcement Learning for Internalized Safety
by: Pan, Zhenyu, et al.
Published: (2025)
by: Pan, Zhenyu, et al.
Published: (2025)
An Inverse Modeling Constrained Multi-Objective Evolutionary Algorithm Based on Decomposition
by: Farias, Lucas R. C., et al.
Published: (2024)
by: Farias, Lucas R. C., et al.
Published: (2024)
Learning Topology-Driven Multi-Subspace Fusion for Grassmannian Deep Network
by: Yu, Xuan, et al.
Published: (2025)
by: Yu, Xuan, et al.
Published: (2025)
EvoAgent: Towards Automatic Multi-Agent Generation via Evolutionary Algorithms
by: Yuan, Siyu, et al.
Published: (2024)
by: Yuan, Siyu, et al.
Published: (2024)
AI Ethics Digital Twin - Evolutionary Institutional Design in Multi-Agent AI Societies
by: Yamamoto, Eiji
Published: (2025)
by: Yamamoto, Eiji
Published: (2025)
PARCO: Parallel AutoRegressive Models for Multi-Agent Combinatorial Optimization
by: Berto, Federico, et al.
Published: (2024)
by: Berto, Federico, et al.
Published: (2024)
AutoEnv: Automated Environments for Measuring Cross-Environment Agent Learning
by: Zhang, Jiayi, et al.
Published: (2025)
by: Zhang, Jiayi, et al.
Published: (2025)
T-MAP: Red-Teaming LLM Agents with Trajectory-aware Evolutionary Search
by: Lee, Hyomin, et al.
Published: (2026)
by: Lee, Hyomin, et al.
Published: (2026)
Resource-Aware Evolutionary Neural Architecture Search for Cardiac MRI Segmentation
by: Yasmin, Farhana, et al.
Published: (2026)
by: Yasmin, Farhana, et al.
Published: (2026)
DyTopo: Dynamic Topology Routing for Multi-Agent Reasoning via Semantic Matching
by: Lu, Yuxing, et al.
Published: (2026)
by: Lu, Yuxing, et al.
Published: (2026)
A Vision for Auto Research with LLM Agents
by: Liu, Chengwei, et al.
Published: (2025)
by: Liu, Chengwei, et al.
Published: (2025)
AutoPrep: Natural Language Question-Aware Data Preparation with a Multi-Agent Framework
by: Fan, Meihao, et al.
Published: (2024)
by: Fan, Meihao, et al.
Published: (2024)
AutoAgents: A Framework for Automatic Agent Generation
by: Chen, Guangyao, et al.
Published: (2023)
by: Chen, Guangyao, et al.
Published: (2023)
Similar Items
-
GMT: A Geometric Multigrid Transformer Solver for Microstructure Homogenization
by: Xing, Yu, et al.
Published: (2026) -
Symmetry-Guided Multi-Agent Inverse Reinforcement Learning
by: Tian, Yongkai, et al.
Published: (2025) -
ClawNet: Human-Symbiotic Agent Network for Cross-User Autonomous Cooperation
by: Yang, Zhiqin, et al.
Published: (2026) -
Understanding the Importance of Evolutionary Search in Automated Heuristic Design with Large Language Models
by: Zhang, Rui, et al.
Published: (2024) -
AutoFPDesigner: Automated Flight Procedure Design Based on Multi-Agent Large Language Model
by: Zhu, Longtao, et al.
Published: (2024)