Scientific Workflow Automation

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  1. Fantastic Scientific Agents and How to Build Them: AgentBuild for Rietveld Refinement

    Jun 11, 2026Woong Shin, Craig A. Bridges, Marshall T. McDonnell +1AI Agents for Scientific DiscoveryLLM Agent Self-Improvement

  2. CMIP-Forge: An Agentic System that Retrieves, Computes, and Self-Reviews Climate Science

    Jun 10, 2026Dmitrii Pantiukhin, Boris Shapkin, Ivan Kuznetsov +2Climate ScienceClimate Modeling

  3. Twelve quick tips for designing AI-driven HPC workflows

    Jun 5, 2026Jamie J. AlnasirAI for ScienceHigh-Performance Computing

  4. A case study of evaluating AI agents on a neuroscience data-to-discovery pipeline

    Jun 5, 2026Kai A. Horstmann, Ethan Lin, Alice A. Robie +2AI Agent EvaluationScientific Code Generation

  5. Beyond Prompt-Based Planning: MCP-Native Graph Planning-based Biomedical Agent System

    Jun 3, 2026Zhangtianyi Chen, Florensia Widjaja, Wufei Dai +3Model Context ProtocolGraph-Based Planning

  6. AutoForest: Automatically Generating Forest Plots from Biomedical Studies with End-to-End Evidence Extraction and Synthesis

    Jun 1, 2026Massimiliano Pronesti, Angelo Miculescu, Mohsin Kapdi +8AI-Assisted Scientific ResearchClinical Information Extraction

  7. Agentic-J: An AI Agent for Biological Microscopy Image Analysis

    Jun 1, 2026Lukas Johanns, Marilin Moor, Davide Panzeri +9AI Coding AgentsScientific Workflow Automation

  8. AutoMedBench: Towards Medical AutoResearch with Agentic AI Models

    Jun 1, 2026Junqi Liu, Selena Song, Yuhan Wang +12AI Agent EvaluationAI Agent Benchmarks

  9. AutoSci: A Memory-Centric Agentic System for the Full Scientific Research Lifecycle

    May 29, 2026Weitong Qian, Beicheng Xu, Zhongao Xie +16Multi-Agent LLM SystemsLLM Agent Memory

  10. A Multi-AI-agent Framework Enabling End-to-end Finite Element Analysis for Solid Mechanics Problems

    May 28, 2026Titu Ranjan Sarker, Muhammed Jawaad Zulqernine, Ling Yue +3Multi-Agent LLM SystemsStructural Mechanics

  11. Experiments in Agentic AI for Science

    May 25, 2026Judy Fox, Geoffrey FoxDocument UnderstandingAI for Science

  12. AutoDFT: A Closed-Loop Multi-Agent Framework for Autonomous DFT Calculations

    May 25, 2026Penghui Yang, Zhonghan Zhang, Yue Li +6Multi-Agent LLM SystemsScientific Workflow Automation

  13. GRAIL: AI translation for scientists application workflow on satellite data

    May 23, 2026Zhuocheng Shang, Ahmed EldawyCode TranslationScientific Code Generation

  14. Radiuma: A Unified Zero-Code Executable Graphical Workflow Generator for Reproducible and Shareable Medical Image Analysis and Machine Learning

    May 22, 2026Mohammad Salmanpour, Mehrdad Oveisi, Isaac Shiri +1Medical Image AnalysisRadiomics

  15. AutoResearch AI: Towards AI-Powered Research Automation for Scientific Discovery

    May 22, 2026Guiyao Tie, Jiawen Shi, Dingjie Song +20AI Agents for Scientific DiscoveryScientific Workflow Automation

  16. Sibyl-AutoResearch: Autonomous Research Needs Self-Evolving Trial-and-Error Harnesses, Not Paper Generators

    May 21, 2026Chengcheng Wang, Qinhua Xie, Wei He +3Scientific Workflow AutomationAutonomous Experimentation

  17. AiraXiv: An AI-Driven Open-Access Platform for Human and AI Scientists

    May 20, 2026Junshu Pan, Panzhong Lu, Yixuan Weng +5AI-Assisted Scientific ResearchScholarly Peer Review

  18. AgentCo-op: Retrieval-Based Synthesis of Interoperable Multi-Agent Workflows

    May 19, 2026Shuaike Shen, Wenduo Cheng, Shike Wang +2Multi-Agent OrchestrationAI Agents for Scientific Discovery

  19. AI for Auto-Research: Roadmap & User Guide

    May 18, 2026Lingdong Kong, Xian Sun, Wei Chow +17AI-Assisted Scientific ResearchScientific Workflow Automation

  20. From Prompts to Protocols: An AI Agent for Laboratory Automation

    May 15, 2026Angelos Angelopoulos, James F. Cahoon, Ron AlterovitzLLM Agent OrchestrationLaboratory Automation

  21. It's not the Language Model, it's the Tool: Deterministic Mediation for Scientific Workflows

    May 13, 2026Marios Adamidis, Danae Katrisioti, Yannis Tzitzikas +1LLM Tool UseScientific Reproducibility

  22. CAX-Agent: A Lightweight Agent Harness for Reliable APDL Automation

    May 12, 2026Chenying Lin, Yichen Hai, Yi He +3LLM Agent OrchestrationLLM Agent Evaluation

  23. CheckSupport: A Local LLM-Powered Tool for Automated Manuscript Submission Checklist Selection and Completion

    May 10, 2026Satvik Tripathi, Don Enwerem, Kevin Song +3LLM InferenceScientific Reproducibility

  24. Towards a Virtual Neuroscientist: Autonomous Neuroimaging Analysis via Multi-Agent Collaboration

    May 10, 2026Keqi Han, Songlin Zhao, Yao Su +4Multi-Agent CollaborationNeuroimaging

  25. MDGYM: Benchmarking AI Agents on Molecular Simulations

    May 9, 2026Vinay Kumar, Satyendra Rajput, Mausam +1AI Agents for Scientific DiscoveryAI Agent Evaluation

  26. Delivering Science as a Service: Sci-Orchestra's Cloud-Native Approach to HPC

    May 8, 2026Harinarayan Krishnan, Shubhabrata Mukerjee, Jeffrey Donatelli +1Scientific Workflow Automation

  27. CellScientist: From Execution Feedback to Auditable Model-Revision Trajectories for Cellular Perturbation Prediction

    May 8, 2026Mengran Li, Bo Li, Jiaying Wang +7Single-Cell Perturbation ModelingScientific Workflow Automation

  28. BioResearcher: Scenario-Guided Multi-Agent for Translational Medicine

    May 7, 2026Remigiusz Kinas, Joanna Krawczyk, Rafał Powalski +6Multi-Agent OrchestrationAI Agents for Scientific Discovery

  29. comokit4py : a python package to ease COMOKIT agent based model simulation integration into a high performance computing workflow

    May 6, 2026Arthur Brugière, Kévin ChapuisHigh-Performance ComputingAgent-Based Modeling