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Showing 151–200 of 464 papers

TitleStatusHype
CycleResearcher: Improving Automated Research via Automated Review—0
AiSciVision: A Framework for Specializing Large Multimodal Models in Scientific Image ClassificationCode0
From Tokens to Materials: Leveraging Language Models for Scientific DiscoveryCode0
Improving Parallel Program Performance with LLM Optimizers via Agent-System InterfacesCode4
SylloBio-NLI: Evaluating Large Language Models on Biomedical Syllogistic Reasoning—0
Geometry-Aware Generative Autoencoders for Warped Riemannian Metric Learning and Generative Modeling on Data ManifoldsCode0
Automated Discovery of Operable Dynamics from Videos—0
Many Heads Are Better Than One: Improved Scientific Idea Generation by A LLM-Based Multi-Agent SystemCode2
A Systematic Survey on Large Language Models for Algorithm Design—0
MOOSE-Chem: Large Language Models for Rediscovering Unseen Chemistry Scientific HypothesesCode2
O1 Replication Journey: A Strategic Progress Report -- Part 1Code7
Synthesizing Interpretable Control Policies through Large Language Model Guided SearchCode0
ScienceAgentBench: Toward Rigorous Assessment of Language Agents for Data-Driven Scientific DiscoveryCode2
Reasoning with Natural Language Explanations—0
Geometric Representation Condition Improves Equivariant Molecule GenerationCode1
SciDFM: A Large Language Model with Mixture-of-Experts for Science—0
Explainable AI needs formal notions of explanation correctness—0
Smirk: An Atomically Complete Tokenizer for Molecular Foundation Models—0
PersonaFlow: Boosting Research Ideation with LLM-Simulated Expert Personas—0
SANE: Strategic Autonomous Non-Smooth Exploration for Multiple Optima Discovery in Multi-modal and Non-differentiable Black-box Functions—0
On the limits of agency in agent-based modelsCode4
SciAgents: Automating scientific discovery through multi-agent intelligent graph reasoningCode5
Physics-augmented Deep Learning with Adversarial Domain Adaptation: Applications to STM Image Denoising—0
Can LLMs Generate Novel Research Ideas? A Large-Scale Human Study with 100+ NLP ResearchersCode3
Hypothesizing Missing Causal Variables with LLMsCode0
Active Symbolic Discovery of Ordinary Differential Equations via Phase Portrait SketchingCode0
Effective Monitoring of Online Decision-Making Algorithms in Digital Intervention Implementation—0
SciLitLLM: How to Adapt LLMs for Scientific Literature UnderstandingCode2
Can Transformers Do Enumerative Geometry?Code0
Artificial intelligence for science: The easy and hard problems—0
Recent Advances on Machine Learning for Computational Fluid Dynamics: A SurveyCode3
BLADE: Benchmarking Language Model Agents for Data-Driven ScienceCode1
KAN 2.0: Kolmogorov-Arnold Networks Meet ScienceCode11
The AI Scientist: Towards Fully Automated Open-Ended Scientific DiscoveryCode11
Automated Explanation Selection for Scientific Discovery—0
Self-driving lab discovers principles for steering spontaneous emission—0
Geometric Active Exploration in Markov Decision Processes: the Benefit of Abstraction—0
Discovery of novel antimicrobial peptides with notable antibacterial potency by a LLM-based foundation model—0
LAB-Bench: Measuring Capabilities of Language Models for Biology Research—0
Large Language Models as Biomedical Hypothesis Generators: A Comprehensive EvaluationCode1
Leveraging large language models for nano synthesis mechanism explanation: solid foundations or mere conjectures?Code0
Unifying Sequences, Structures, and Descriptions for Any-to-Any Protein Generation with the Large Multimodal Model HelixProtXCode0
NEBULA: Neural Empirical Bayes Under Latent Representations for Efficient and Controllable Design of Molecular LibrariesCode0
μ-Bench: A Vision-Language Benchmark for Microscopy UnderstandingCode0
Diffusion-BBO: Diffusion-Based Inverse Modeling for Online Black-Box Optimization—0
Reliable edge machine learning hardware for scientific applications—0
A Review of Large Language Models and Autonomous Agents in ChemistryCode3
An LLM-based Knowledge Synthesis and Scientific Reasoning Framework for Biomedical DiscoveryCode0
The Use of AI-Robotic Systems for Scientific Discovery—0
Scalable Artificial Intelligence for Science: Perspectives, Methods and Exemplars—0
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