Image de couverture de livre

Aster: Autonomous Scientific Discovery over 20x Faster Than Existing Methods

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteur principal:	Bicker, Emmett
Format:	Preprint
Publié:	2026
Sujets:	Artificial Intelligence
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Agentic AI Scientists Are Not Built For Autonomous Scientific Discovery
par: Bisht, Harshit, et autres
Publié: (2026)

Automated Scientific Discovery: From Equation Discovery to Autonomous Discovery Systems
par: Kramer, Stefan, et autres
Publié: (2023)

Autonomous Agents for Scientific Discovery: Orchestrating Scientists, Language, Code, and Physics
par: Zhou, Lianhao, et autres
Publié: (2025)

Conditioning Matters: Training Diffusion Policies is Faster Than You Think
par: Dong, Zibin, et autres
Publié: (2025)

SCP: Accelerating Discovery with a Global Web of Autonomous Scientific Agents
par: Jiang, Yankai, et autres
Publié: (2025)

Advancing the Scientific Method with Large Language Models: From Hypothesis to Discovery
par: Zhang, Yanbo, et autres
Publié: (2025)

Accelerating Scientific Discovery with Autonomous Goal-evolving Agents
par: Du, Yuanqi, et autres
Publié: (2025)

FERRET: Private Deep Learning Faster And Better Than DPSGD
par: Zagardo, David
Publié: (2025)

InternAgent-1.5: A Unified Agentic Framework for Long-Horizon Autonomous Scientific Discovery
par: Feng, Shiyang, et autres
Publié: (2026)

Adding New Capability in Existing Scientific Application with LLM Assistance
par: Dubey, Anshu, et autres
Publié: (2025)

Automated Explanation Selection for Scientific Discovery
par: Iser, Ashlin
Publié: (2024)

Improving generalization of robot locomotion policies via Sharpness-Aware Reinforcement Learning
par: Bochem, Severin, et autres
Publié: (2024)

AI-Researcher: Autonomous Scientific Innovation
par: Tang, Jiabin, et autres
Publié: (2025)

Diffusion LLMs Can Do Faster-Than-AR Inference via Discrete Diffusion Forcing
par: Wang, Xu, et autres
Publié: (2025)

Evaluating Retrieval-Augmented Generation Agents for Autonomous Scientific Discovery in Astrophysics
par: Xu, Xueqing, et autres
Publié: (2025)

More Than Can Be Said: A Benchmark and Framework for Pre-Question Scientific Ideation
par: Yu, Jie, et autres
Publié: (2026)

Nomad: Autonomous Exploration and Discovery
par: Jia, Bokang, et autres
Publié: (2026)

The Need for Verification in AI-Driven Scientific Discovery
par: Cornelio, Cristina, et autres
Publié: (2025)

SPADE: Faster Drug Discovery by Learning from Sparse Data
par: Nandakumar, Rahul, et autres
Publié: (2026)

CliffSearch: Structured Agentic Co-Evolution over Theory and Code for Scientific Algorithm Discovery
par: Mroueh, Youssef, et autres
Publié: (2026)

Artificial Scientific Discovery
par: Norelli, Antonio
Publié: (2024)

CVEvolve: Autonomous Algorithm Discovery for Unstructured Scientific Data Processing
par: Du, Ming, et autres
Publié: (2026)

Grounding LLMs in Scientific Discovery via Embodied Actions
par: Zhang, Bo, et autres
Publié: (2026)

SR-Scientist: Scientific Equation Discovery With Agentic AI
par: Xia, Shijie, et autres
Publié: (2025)

Kosmos: An AI Scientist for Autonomous Discovery
par: Mitchener, Ludovico, et autres
Publié: (2025)

Evaluation-driven Scaling for Scientific Discovery
par: Ye, Haotian, et autres
Publié: (2026)

Enhancing Agentic Autonomous Scientific Discovery with Vision-Language Model Capabilities
par: Gandhi, Kahaan, et autres
Publié: (2025)

Aleks: AI powered Multi Agent System for Autonomous Scientific Discovery via Data-Driven Approaches in Plant Science
par: Jin, Daoyuan, et autres
Publié: (2025)

Open Source Planning & Control System with Language Agents for Autonomous Scientific Discovery
par: Xu, Licong, et autres
Publié: (2025)

Scientific Algorithm Discovery by Augmenting AlphaEvolve with Deep Research
par: Liu, Gang, et autres
Publié: (2025)

Machine Collective Intelligence for Explainable Scientific Discovery
par: Na, Gyoung S., et autres
Publié: (2026)

The Use of AI-Robotic Systems for Scientific Discovery
par: Gower, Alexander H., et autres
Publié: (2024)

Simulation as Supervision: Mechanistic Pretraining for Scientific Discovery
par: Dudley, Carson, et autres
Publié: (2025)

Rethinking the AI Scientist: Interactive Multi-Agent Workflows for Scientific Discovery
par: Weidener, Lukas, et autres
Publié: (2026)

NewtonBench: Benchmarking Generalizable Scientific Law Discovery in LLM Agents
par: Zheng, Tianshi, et autres
Publié: (2025)

We Need Improved Data Curation and Attribution in AI for Scientific Discovery
par: Graziani, Mara, et autres
Publié: (2025)

SafeScientist: Toward Risk-Aware Scientific Discoveries by LLM Agents
par: Zhu, Kunlun, et autres
Publié: (2025)

OmniScience: A Domain-Specialized LLM for Scientific Reasoning and Discovery
par: Prabhakar, Vignesh, et autres
Publié: (2025)

Principle-Evolvable Scientific Discovery via Uncertainty Minimization
par: Pu, Yingming, et autres
Publié: (2026)

Post-hoc Interpretability Illumination for Scientific Interaction Discovery
par: Zhang, Ling, et autres
Publié: (2024)