Scientific Workflow Automation

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9 papers in the last four weeks, up 13% on the four weeks before. 0.1% of all new papers.

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  1. Experiment-as-Code Labs: A Declarative Stack for AI-Driven Scientific Discovery

    May 6, 2026Zhenning Yang, Yuhan Chen, Patrick Tser Jern Kon +5AI for ScienceAI Agents for Scientific Discovery

    University of Michigan

  2. From Sensors to Insight: Rapid, Edge-to-Core Application Development for Sensor-Driven Applications

    May 4, 2026Komal Thareja, Anirban Mandal, Ewa DeelmanScientific Workflow AutomationEdge-Cloud Computing

    Renaissance Computing Institute, University of North Carolina at Chapel Hill, NC, USA · Information Sciences Institute, University of Southern California, Marina del Rey, CA, USA

  3. (POSTER) From Sensors to Insight: Rapid, Edge-to-Core Application Development for Sensor-Driven Applications

    May 4, 2026Komal Thareja, Anirban Mandal, Ewa DeelmanScientific Workflow AutomationEdge-Cloud Computing

    Renaissance Computing Institute, University of North Carolina Chapel Hill, NC, USA · Information Sciences Institute, University of Southern California, Marina del Rey, CA, USA

  4. AutoResearch: An Execution-Grounded Multi-Agent Framework for Reliable Research Workflow Automation

    May 4, 2026Rajesh Kumar, Waqar Ali, Junaid Ahmed +2Execution-Guided Code GenerationScientific Workflow Automation

    International Research Center for Complexity Sciences, Hangzhou International Innovation Institute, Beihang University, Hangzhou 311115, China · Department of Computer Science, College of Science, Mathematics and Technology, Wenzhou-Kean University, Wenzhou 325060, China · Computer Systems Engineering Department, Sukkur IBA University, Sindh, Pakistan +1

  5. NORA: A Harness-Engineered Autonomous Research Agent for End-to-End Spatial Data Science

    May 3, 2026Bing Zhou, Xiao Huang, Huan Ning +3Multi-Agent OrchestrationScientific Workflow Automation

    Department of Geography and Sustainability, University of Tennessee, Knoxville, Knoxville, TN, USA · Department of Environmental Science, Emory University, Atlanta, GA, USA · Department of Geography, Texas A&M University, College Station, TX, USA +1

  6. HepScript: A Dual-Use DSL for Human-AI Collaborative Data Analysis Workflows in High-Energy Physics

    May 2, 2026Junkun Jiao, Tong Liu, Ke Li +6Scientific Code GenerationHigh-Energy Physics

    Jilin University, Changchun, Jilin, China · Institute of High Energy Physics, CAS, Beijing, China · University of Chinese Academy of Sciences, Beijing, China

  7. TrialCalibre: A Fully Automated Causal Engine for RCT Benchmarking and Observational Trial Calibration

    Apr 28, 2026Amir Habibdoust, Xing SongCausal Effect EstimationBenchmark Design

    Institute for Data Science and Informatics, University of Missouri, Columbia, MO, USA. · Department of Biomedical Informatics, Biostatistics, and Medical Epidemiology, University of Missouri, Columbia, MO, USA.

  8. NeuroClaw Technical Report

    Apr 27, 2026Cheng Wang, Zhibin He, Zhihao Peng +7Multi-Agent LLM SystemsAI Agent Benchmarks

    Electronic Engineering Department, The Chinese University of Hong Kong, China · School of Electronic Information, Northwest University, China · Department of Computer Science, Emory University, Atlanta, GA, USA +3

  9. TSAssistant: A Human-in-the-Loop Agentic Framework for Automated Target Safety Assessment

    Apr 27, 2026Xiaochen Zheng, Zhiwen Jiang, David Tokar +5LLM Agent OrchestrationHuman-in-the-Loop AI

    Predictive Modelling, Roche, Basel, Switzerland · Computational Sciences Center of Excellence, Roche, Basel, Switzerland · Translational Safety, Roche, Basel, Switzerland

  10. Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work

    Apr 26, 2026Zihao Wu, Steven Xu, Bowen Chen +8HealthcareAI-Assisted Scientific Research

    School of Computing University of Georgia Athens GA 30602 USA · Department of Biomedical Engineering New Jersey Institute of Technology Newark NJ 07102 USA · Department of Computer Science and Engineering University of Texas at Arlington Arlington TX 76019 USA

  11. No Test Cases, No Problem: Distillation-Driven Code Generation for Scientific Workflows

    Apr 25, 2026Siddeshwar Raghavan, Tanwi MallickMulti-Agent LLM SystemsCode Generation

    Purdue University · Electrical and Computer Engineering · West Lafayette, USA +3

  12. From Research Question to Scientific Workflow: Leveraging Agentic AI for Science Automation

    Apr 23, 2026Bartosz Balis, Michal Orzechowski, Piotr Kica +2Agentic WorkflowsScientific Workflow Automation

    AGH University of Krakow, Krakow, Poland · Sano Centre for Computational Medicine, Krakow, Poland

  13. Biomedical systems biology workflow orchestration and execution with PoSyMed

    Apr 21, 2026Simon Süwer, Zoe Chervontseva, Kester Bagemihl +3Scientific ReproducibilityScientific Workflow Automation

    Institute for Computational Systems Biomedicine, University of Hamburg, Hamburg, Germany · Department for Mathematics and Computer Science, University of Southern Denmark, Odense, Denmark · Faculty of Science, Computer Science, Vrije Universiteit Amsterdam, Amsterdam, Netherlands

  14. ChemGraph-XANES: An Agentic Framework for XANES Simulation and Curation

    Apr 17, 2026Vitor F. Grizzi, Thang Duc Pham, Luke N. Pretzie +3Scientific Workflow AutomationComputational Materials Science

    Chemical Sciences and Engineering Division Argonne National Laboratory, Lemont, IL 60439, USA · Computational Science Division Argonne National Laboratory, Lemont, IL 60439, USA

  15. Scalable AI-assisted Workflow Management for Detector Design Optimization Using Distributed Computing

    Mar 31, 2026Derek Anderson, Amit Bashyal, Markus Diefenthaler +13AI for ScienceScientific Workflow Automation

    Thomas Jefferson National Accelerator Facility, Newport News, Virginia, USA · Brookhaven National Laboratory, Upton, New York, USA · William & Mary, Williamsburg, Virginia, USA +3

  16. Supporting Workflow Reproducibility by Linking Bioinformatics Tools across Papers and Executable Code

    Mar 9, 2026Clémence Sebe, Olivier Ferret, Aurélie Névéol +3Entity ResolutionScientific Reproducibility

    Universit´e Paris-Saclay, CNRS, Laboratoire Interdisciplinaire des Sciences du Num´erique, 91400, Orsay, France · Universit´e Paris-Saclay, CEA, List, F-91120, Palaiseau, France · Department of Computer Science, Humboldt-Universität zu Berlin, 10099, Berlin, Germany +1

  17. Animating Petascale Time-varying Data on Commodity Hardware with LLM-assisted Scripting

    Mar 7, 2026Ishrat Jahan Eliza, Xuan Huang, Aashish Panta +4Scientific VisualizationData Visualization

    University of Utah · Vanderbilt University · ViSOAR LLC

  18. AI4EOSC: a Federated Cloud Platform for Artificial Intelligence in Scientific Research

    Dec 18, 2025Ignacio Heredia, Álvaro López García, Fernando Aguilar Gómez +28AI-Assisted Scientific ResearchScientific Workflow Automation

    Instituto de Física de Cantabria (IFCA), CSIC-UC, Avda. los Castros s/n, Santander, 39006, Cantabria, Spain · Instituto de Instrumentación para Imagen Molecular (I3M), Centro Mixto CSIC - Universitat Politècnica de València (UPV), Camino de Vera s/n, Valencia, 46022, Valencia, Spain · Karlsruher Institut für Technologie, Kaiserstraße 12, Karlsruhe, 76131, Germany +7

  19. ATHENA: Agentic Team for Hierarchical Evolutionary Numerical Algorithms

    Dec 3, 2025Juan Diego Toscano, Daniel T. Chen, George Em KarniadakisScientific Code GenerationScientific ML

    Division of Applied Mathematics, Brown University, Providence, 02912, RI, USA

  20. CLIMATEAGENT: Multi-Agent Orchestration for Complex Climate Data Science Workflows

    Nov 25, 2025Chenyue Li, Hyeonjae Kim, Wen Deng +4AI for ScienceMulti-Agent Orchestration

    1The Hong Kong University of Science and Technology

  21. Accelerating battery research with an interoperable interface between FINALES and Kadi4Mat

    Date pendingGiovanna Tosato (Karlsruhe Institute of Technology), Leon Merker (Karlsruhe Institute of Technology, Helmholtz Institute Ulm +4Materials ScienceScientific Workflow Automation

    Institute for Applied Materials - Microstructure Modeling and Simulation (IAM-MMS), Karlsruhe Institute of Technology (KIT), Germany · Helmholtz Institute Ulm (HIU), Karlsruhe Institute of Technology (KIT), Germany · TUM School of Natural Sciences, Department of Chemistry, Chair of Digital Catalysis, Munich +6