Automated Design Optimization via Strategic Search with Large Language Models

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Carreon, Anthony, Sharma, Vansh, Raman, Venkat
Format:	Preprint
Published:	2025
Subjects:	Machine Learning Artificial Intelligence Computational Engineering, Finance, and Science Multiagent Systems
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Lang-PINN: From Language to Physics-Informed Neural Networks via a Multi-Agent Framework
by: He, Xin, et al.
Published: (2025)

Automatic Differentiation of Agent-Based Models
by: Quera-Bofarull, Arnau, et al.
Published: (2025)

XGBoost Learning of Dynamic Wager Placement for In-Play Betting on an Agent-Based Model of a Sports Betting Exchange
by: Terawong, Chawin, et al.
Published: (2024)

Automating Structural Engineering Workflows with Large Language Model Agents
by: Liang, Haoran, et al.
Published: (2025)

Selection as Power: Constrained Reinforcement for Bounded Decision Authority
by: Rodriguez, Jose Manuel de la Chica, et al.
Published: (2026)

Orchestration Framework for Financial Agents: From Algorithmic Trading to Agentic Trading
by: Li, Jifeng, et al.
Published: (2025)

Exploring Sentiment Manipulation by LLM-Enabled Intelligent Trading Agents
by: Byrd, David
Published: (2025)

Language Models Refine Mechanical Linkage Designs Through Symbolic Reflection and Modular Optimisation
by: Gandarela, João Pedro, et al.
Published: (2026)

PEAR: A Robust and Flexible Automation Framework for Ptychography Enabled by Multiple Large Language Model Agents
by: Yin, Xiangyu, et al.
Published: (2024)

Rewarding the Scientific Process: Process-Level Reward Modeling for Agentic Data Analysis
by: Qiu, Zhisong, et al.
Published: (2026)

Operating-Layer Controls for Onchain Language-Model Agents Under Real Capital
by: Barton, T. J., et al.
Published: (2026)

BioDiscoveryAgent: An AI Agent for Designing Genetic Perturbation Experiments
by: Roohani, Yusuf, et al.
Published: (2024)

SmartEval: A Benchmark for Evaluating LLM-Generated Smart Contracts from Natural Language Specifications
by: Goel, Abhinav, et al.
Published: (2026)

Chain of Unit-Physics: A Primitive-Centric Approach to Scientific Code Synthesis
by: Sharma, Vansh, et al.
Published: (2025)

AMLNet: A Knowledge-Based Multi-Agent Framework to Generate and Detect Realistic Money Laundering Transactions
by: Huda, Sabin, et al.
Published: (2025)

SciNav: A General Agent Framework for Scientific Coding Tasks
by: Zhang, Tianshu, et al.
Published: (2026)

Simulating the Economic Impact of Rationality through Reinforcement Learning and Agent-Based Modelling
by: Brusatin, Simone, et al.
Published: (2024)

AutoClimDS: Climate Data Science Agentic AI -- A Knowledge Graph is All You Need
by: Jaber, Ahmed, et al.
Published: (2025)

Simulate and Optimise: A two-layer mortgage simulator for designing novel mortgage assistance products
by: Ardon, Leo, et al.
Published: (2024)

Cheap2Rich: A Multi-Fidelity Framework for Data Assimilation and System Identification of Multiscale Physics -- Rotating Detonation Engines
by: Bao, Yuxuan, et al.
Published: (2026)

Time Travel is Cheating: Going Live with DeepFund for Real-Time Fund Investment Benchmarking
by: Li, Changlun, et al.
Published: (2025)

Collaboration Dynamics and Reliability Challenges of Multi-Agent LLM Systems in Finite Element Analysis
by: Tian, Chuan, et al.
Published: (2024)

When Stress Becomes Signal: Detecting Antifragility-Compatible Regimes in Multi-Agent LLM Systems
by: de la Chica, Jose Manuel, et al.
Published: (2026)

Toward Reliable Evaluation of LLM-Based Financial Multi-Agent Systems: Taxonomy, Coordination Primacy, and Cost Awareness
by: Nguyen, Phat, et al.
Published: (2026)

MIND: AI Co-Scientist for Material Research
by: Ahn, Geonhee, et al.
Published: (2026)

Towards Selection as Power: Bounding Decision Authority in Autonomous Agents
by: Rodriguez, Jose Manuel de la Chica, et al.
Published: (2026)

An Agentic Approach to Automatic Creation of P&ID Diagrams from Natural Language Descriptions
by: Gowaikar, Shreeyash, et al.
Published: (2024)

Leveraging Large Language Models for Institutional Portfolio Management: Persona-Based Ensembles
by: Abe, Yoshia, et al.
Published: (2024)

The Agentic Regulator: Risks for AI in Finance and a Proposed Agent-based Framework for Governance
by: Kurshan, Eren, et al.
Published: (2025)

HEAS: Hierarchical Evolutionary Agent-Based Simulation Framework for Multi-Objective Policy Search
by: Zhang, Ruiyu, et al.
Published: (2025)

General Automatic Solution Generation of Social Problems
by: Niu, Tong, et al.
Published: (2024)

TorchOpera: A Compound AI System for LLM Safety
by: Han, Shanshan, et al.
Published: (2024)

Dual Engines of Thoughts: A Depth-Breadth Integration Framework for Open-Ended Analysis
by: Yu, Fei-Hsuan, et al.
Published: (2025)

Synthetic Participatory Planning of Shard Automated Electric Mobility Systems
by: Yu, Jiangbo, et al.
Published: (2024)

Finch: Benchmarking Finance & Accounting across Spreadsheet-Centric Enterprise Workflows
by: Dong, Haoyu, et al.
Published: (2025)

Compliance-Aware Agentic Payments on Stablecoin Rails
by: See, Kenneth, et al.
Published: (2026)

Harnessing Implicit Cooperation: A Multi-Agent Reinforcement Learning Approach Towards Decentralized Local Energy Markets
by: Salazar-Pena, Nelson, et al.
Published: (2026)

Will LLMs be Professional at Fund Investment? DeepFund: A Live Arena Perspective
by: Li, Changlun, et al.
Published: (2025)

GENSTRAT: Toward a Science of Strategic Reasoning in Large Language Models
by: Shadarevian, Vartan, et al.
Published: (2026)

A Closed-Loop Multi-Agent Framework for Aerodynamics-Aware Automotive Styling Design
by: Jin, Xinyu, et al.
Published: (2025)