Accelerating Drug Discovery Through Agentic AI: A Multi-Agent Approach to Laboratory Automation in the DMTA Cycle
Fuente:
arXiv
Saved in:
| Main Authors: | Fehlis, Yao, Crain, Charles, Jensen, Aidan, Watson, Michael, Juhasz, James, Mandel, Paul, Liu, Betty, Mahon, Shawn, Wilson, Daren, Lynch-Jonely, Nick, Leedom, Ben, Fuller, David |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Technical Implementation of Tippy: Multi-Agent Architecture and System Design for Drug Discovery Laboratory Automation
by: Fehlis, Yao, et al.
Published: (2025)
by: Fehlis, Yao, et al.
Published: (2025)
Uncovering Bottlenecks and Optimizing Scientific Lab Workflows with Cycle Time Reduction Agents
by: Fehlis, Yao
Published: (2025)
by: Fehlis, Yao
Published: (2025)
Accelerating drug discovery with Artificial: a whole-lab orchestration and scheduling system for self-driving labs
by: Fehlis, Yao, et al.
Published: (2025)
by: Fehlis, Yao, et al.
Published: (2025)
Exploring Modularity of Agentic Systems for Drug Discovery
by: van Weesep, Laura, et al.
Published: (2025)
by: van Weesep, Laura, et al.
Published: (2025)
Agentic Discovery: Closing the Loop with Cooperative Agents
by: Pauloski, J. Gregory, et al.
Published: (2025)
by: Pauloski, J. Gregory, et al.
Published: (2025)
Unsupervised Cycle Detection in Agentic Applications
by: George, Felix, et al.
Published: (2025)
by: George, Felix, et al.
Published: (2025)
Optimization Instability in Autonomous Agentic Workflows for Clinical Symptom Detection
by: Cagan, Cameron, et al.
Published: (2026)
by: Cagan, Cameron, et al.
Published: (2026)
Can AI Agents Design and Implement Drug Discovery Pipelines?
by: Smbatyan, Khachik, et al.
Published: (2025)
by: Smbatyan, Khachik, et al.
Published: (2025)
Graph-SND: Sparse Aggregation for Behavioral Diversity in Multi-Agent Reinforcement Learning
by: Ray, Shawn
Published: (2026)
by: Ray, Shawn
Published: (2026)
SCP: Accelerating Discovery with a Global Web of Autonomous Scientific Agents
by: Jiang, Yankai, et al.
Published: (2025)
by: Jiang, Yankai, et al.
Published: (2025)
An Agentic AI Workflow for Detecting Cognitive Concerns in Real-world Data
by: Tian, Jiazi, et al.
Published: (2025)
by: Tian, Jiazi, et al.
Published: (2025)
DiscoVerse: Multi-Agent Pharmaceutical Co-Scientist for Traceable Drug Discovery and Reverse Translation
by: Zheng, Xiaochen, et al.
Published: (2025)
by: Zheng, Xiaochen, et al.
Published: (2025)
GRAFT-ATHENA: Self-Improving Agentic Teams for Autonomous Discovery and Evolutionary Numerical Algorithms
by: Toscano, Juan Diego, et al.
Published: (2026)
by: Toscano, Juan Diego, et al.
Published: (2026)
SciDataCopilot: An Agentic Data Preparation Framework for AGI-driven Scientific Discovery
by: Rao, Jiyong, et al.
Published: (2026)
by: Rao, Jiyong, et al.
Published: (2026)
Agentic Hives: Equilibrium, Indeterminacy, and Endogenous Cycles in Self-Organizing Multi-Agent Systems
by: Garnier, Jean-Philippe
Published: (2026)
by: Garnier, Jean-Philippe
Published: (2026)
System of Agentic AI for the Discovery of Metal-Organic Frameworks
by: Inizan, Theo Jaffrelot, et al.
Published: (2025)
by: Inizan, Theo Jaffrelot, et al.
Published: (2025)
Autonomous Computer Vision Development with Agentic AI
by: Kim, Jin, et al.
Published: (2025)
by: Kim, Jin, et al.
Published: (2025)
Personalized Constitutionally-Aligned Agentic Superego: Secure AI Behavior Aligned to Diverse Human Values
by: Watson, Nell, et al.
Published: (2025)
by: Watson, Nell, et al.
Published: (2025)
Accelerating Manufacturing Scale-Up from Material Discovery Using Agentic Web Navigation and Retrieval-Augmented AI for Process Engineering Schematics Design
by: Srinivas, Sakhinana Sagar, et al.
Published: (2024)
by: Srinivas, Sakhinana Sagar, et al.
Published: (2024)
Multi-Agentic Approach for History Matching of Oil Reservoirs
by: Samigullin, Linar, et al.
Published: (2026)
by: Samigullin, Linar, et al.
Published: (2026)
RobustFlow: Towards Robust Agentic Workflow Generation
by: Xu, Shengxiang, et al.
Published: (2025)
by: Xu, Shengxiang, et al.
Published: (2025)
CARES: Collaborative Agentic Reasoning for Error Detection in Surgery
by: Low, Chang Han, et al.
Published: (2025)
by: Low, Chang Han, et al.
Published: (2025)
ClawMobile: Rethinking Smartphone-Native Agentic Systems
by: Du, Hongchao, et al.
Published: (2026)
by: Du, Hongchao, et al.
Published: (2026)
Norm Violation Detection in Multi-Agent Systems using Large Language Models: A Pilot Study
by: He, Shawn, et al.
Published: (2024)
by: He, Shawn, et al.
Published: (2024)
Supporting Dynamic Agentic Workloads: How Data and Agents Interact
by: Giurgiu, Ioana, et al.
Published: (2025)
by: Giurgiu, Ioana, et al.
Published: (2025)
SAGE: Scalable Agentic Grounded Evaluation for Crop Disease Diagnosis
by: Arshad, Muhammad Arbab, et al.
Published: (2026)
by: Arshad, Muhammad Arbab, et al.
Published: (2026)
Agentic LLM Workflows for Generating Patient-Friendly Medical Reports
by: Sudarshan, Malavikha, et al.
Published: (2024)
by: Sudarshan, Malavikha, et al.
Published: (2024)
Co-Director: Agentic Generative Video Storytelling
by: Song, Yale, et al.
Published: (2026)
by: Song, Yale, et al.
Published: (2026)
Swarm Algorithms for Dynamic Task Allocation in Unknown Environments
by: Balachandran, Adithya, et al.
Published: (2024)
by: Balachandran, Adithya, et al.
Published: (2024)
AgentWebBench: Benchmarking Multi-Agent Coordination in Agentic Web
by: Zhong, Shanshan, et al.
Published: (2026)
by: Zhong, Shanshan, et al.
Published: (2026)
AgenticPrecoding: LLM-Empowered Multi-Agent System for Precoding Optimization
by: Yang, Zijiu, et al.
Published: (2026)
by: Yang, Zijiu, et al.
Published: (2026)
Agentic Systems: A Guide to Transforming Industries with Vertical AI Agents
by: Bousetouane, Fouad
Published: (2025)
by: Bousetouane, Fouad
Published: (2025)
Agentifying Agentic AI
by: Dignum, Virginia, et al.
Published: (2025)
by: Dignum, Virginia, et al.
Published: (2025)
Open-Ended Video Game Glitch Detection with Agentic Reasoning and Temporal Grounding
by: Zheng, Muyang, et al.
Published: (2026)
by: Zheng, Muyang, et al.
Published: (2026)
ASAP: an Agentic Solution to Auto-optimize Performance of Large-Scale LLM Training
by: Ding, Yuran, et al.
Published: (2025)
by: Ding, Yuran, et al.
Published: (2025)
SwarmAgentic: Towards Fully Automated Agentic System Generation via Swarm Intelligence
by: Zhang, Yao, et al.
Published: (2025)
by: Zhang, Yao, et al.
Published: (2025)
Accelerating Earth Science Discovery via Multi-Agent LLM Systems
by: Pantiukhin, Dmitrii, et al.
Published: (2025)
by: Pantiukhin, Dmitrii, et al.
Published: (2025)
Democratizing Drug Discovery with an Orchestrated, Knowledge-Driven Multi-Agent Team for User-Guided Therapeutic Design
by: Suzuki, Takahide, et al.
Published: (2025)
by: Suzuki, Takahide, et al.
Published: (2025)
SeeingEye: Agentic Information Flow Unlocks Multimodal Reasoning In Text-only LLMs
by: Zhang, Weijia, et al.
Published: (2025)
by: Zhang, Weijia, et al.
Published: (2025)
VERITAS: Verifiable Epistemic Reasoning for Image-Derived Hypothesis Testing via Agentic Systems
by: Stoffl, Lucas, et al.
Published: (2026)
by: Stoffl, Lucas, et al.
Published: (2026)
Similar Items
-
Technical Implementation of Tippy: Multi-Agent Architecture and System Design for Drug Discovery Laboratory Automation
by: Fehlis, Yao, et al.
Published: (2025) -
Uncovering Bottlenecks and Optimizing Scientific Lab Workflows with Cycle Time Reduction Agents
by: Fehlis, Yao
Published: (2025) -
Accelerating drug discovery with Artificial: a whole-lab orchestration and scheduling system for self-driving labs
by: Fehlis, Yao, et al.
Published: (2025) -
Exploring Modularity of Agentic Systems for Drug Discovery
by: van Weesep, Laura, et al.
Published: (2025) -
Agentic Discovery: Closing the Loop with Cooperative Agents
by: Pauloski, J. Gregory, et al.
Published: (2025)