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Showing 151–200 of 464 papers

TitleStatusHype
The Power of the Pareto Front: Balancing Uncertain Rewards for Adaptive Experimentation in scanning probe microscopy—0
Foundation Models for Environmental Science: A Survey of Emerging Frontiers—0
We Need Improved Data Curation and Attribution in AI for Scientific Discovery—0
How Deep Do Large Language Models Internalize Scientific Literature and Citation Practices?Code0
Advancing AI-Scientist Understanding: Making LLM Think Like a Physicist with Interpretable Reasoning—0
Towards Scientific Intelligence: A Survey of LLM-based Scientific Agents—0
Detecting Localized Density Anomalies in Multivariate Data via Coin-Flip StatisticsCode0
Interpretable Machine Learning in Physics: A Review—0
A Retrieval-Augmented Knowledge Mining Method with Deep Thinking LLMs for Biomedical Research and Clinical Support—0
Scaling Laws in Scientific Discovery with AI and Robot Scientists—0
ResearchBench: Benchmarking LLMs in Scientific Discovery via Inspiration-Based Task Decomposition—0
Confidence Adjusted Surprise Measure for Active Resourceful Trials (CA-SMART): A Data-driven Active Learning Framework for Accelerating Material Discovery under Resource Constraints—0
Iterative Hypothesis Generation for Scientific Discovery with Monte Carlo Nash Equilibrium Self-Refining Trees—0
SCI-IDEA: Context-Aware Scientific Ideation Using Token and Sentence Embeddings—0
Structuring Scientific Innovation: A Framework for Modeling and Discovering Impactful Knowledge Combinations—0
CodeScientist: End-to-End Semi-Automated Scientific Discovery with Code-based Experimentation—0
Lessons from the trenches on evaluating machine-learning systems in materials science—0
Representation Retrieval Learning for Heterogeneous Data Integration—0
SciHorizon: Benchmarking AI-for-Science Readiness from Scientific Data to Large Language Models—0
Agentic AI for Scientific Discovery: A Survey of Progress, Challenges, and Future Directions—0
Accelerating Earth Science Discovery via Multi-Agent LLM Systems—0
Large Language Models for Zero-shot Inference of Causal Structures in Biology—0
Building Machine Learning Challenges for Anomaly Detection in Science—0
Enabling AI Scientists to Recognize Innovation: A Domain-Agnostic Algorithm for Assessing Novelty—0
Can Large Language Models Help Experimental Design for Causal Discovery?—0
CS-PaperSum: A Large-Scale Dataset of AI-Generated Summaries for Scientific Papers—0
Towards an AI co-scientist—0
A Perspective on Symbolic Machine Learning in Physical Sciences—0
Auto-Bench: An Automated Benchmark for Scientific Discovery in LLMs—0
Solving Online Resource-Constrained Scheduling for Follow-Up Observation in Astronomy: a Reinforcement Learning Approach—0
LucidAtlas: Learning Uncertainty-Aware, Covariate-Disentangled, Individualized Atlas Representations—0
NatureLM: Deciphering the Language of Nature for Scientific Discovery—0
Physics-Guided Foundation Model for Scientific Discovery: An Application to Aquatic ScienceCode0
Towards Foundational Models for Dynamical System Reconstruction: Hierarchical Meta-Learning via Mixture of Experts—0
Safety is Essential for Responsible Open-Ended Systems—0
PalimpChat: Declarative and Interactive AI analytics—0
Gravity-Bench-v1: A Benchmark on Gravitational Physics Discovery for Agents—0
Generative AI Uses and Risks for Knowledge Workers in a Science Organization—0
Scaling Large Vision-Language Models for Enhanced Multimodal Comprehension In Biomedical Image Analysis—0
OCSU: Optical Chemical Structure Understanding for Molecule-centric Scientific DiscoveryCode0
Applications and Challenges of AI and Microscopy in Life Science Research: A Review—0
Solving Sparse Finite Element Problems on Neuromorphic Hardware—0
BoxingGym: Benchmarking Progress in Automated Experimental Design and Model DiscoveryCode0
Low-Rank Adaptation for Foundation Models: A Comprehensive Review—0
DropMicroFluidAgents (DMFAs): Autonomous Droplet Microfluidic Research Framework Through Large Language Model AgentsCode0
Heterogeneous transfer learning for high dimensional regression with feature mismatch—0
GeneSUM: Large Language Model-based Gene Summary Extraction—0
Unsupervised Discovery of Formulas for Mathematical ConstantsCode0
Artificial Intelligence, Scientific Discovery, and Product Innovation—0
Towards scientific discovery with dictionary learning: Extracting biological concepts from microscopy foundation models—0
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