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Showing 401–450 of 464 papers

TitleStatusHype
Deep Quantum Graph Dreaming: Deciphering Neural Network Insights into Quantum ExperimentsCode0
How Useful is Intermittent, Asynchronous Expert Feedback for Bayesian Optimization?Code0
APACE: AlphaFold2 and advanced computing as a service for accelerated discovery in biophysicsCode0
Towards Practical Federated Causal Structure LearningCode0
NEBULA: Neural Empirical Bayes Under Latent Representations for Efficient and Controllable Design of Molecular LibrariesCode0
Can Transformers Do Enumerative Geometry?Code0
How Deep Do Large Language Models Internalize Scientific Literature and Citation Practices?Code0
STRUCTSENSE: A Task-Agnostic Agentic Framework for Structured Information Extraction with Human-In-The-Loop Evaluation and BenchmarkingCode0
Data-Driven Computational Imaging for Scientific DiscoveryCode0
Structure Discovery in Nonparametric Regression through Compositional Kernel SearchCode0
Automated Design of Deep Learning Methods for Biomedical Image SegmentationCode0
Pruning neural network models for gene regulatory dynamics using data and domain knowledgeCode0
Harnessing Retrieval-Augmented Generation (RAG) for Uncovering Knowledge GapsCode0
OCSU: Optical Chemical Structure Understanding for Molecule-centric Scientific DiscoveryCode0
Graphine: A Dataset for Graph-aware Terminology Definition GenerationCode0
OKRidge: Scalable Optimal k-Sparse Ridge RegressionCode0
Geometry-Aware Generative Autoencoders for Warped Riemannian Metric Learning and Generative Modeling on Data ManifoldsCode0
From Tokens to Materials: Leveraging Language Models for Scientific DiscoveryCode0
Active Symbolic Discovery of Ordinary Differential Equations via Phase Portrait SketchingCode0
Sum-of-Parts: Faithful Attributions for Groups of FeaturesCode0
DARCNN: Domain Adaptive Region-based Convolutional Neural Network forUnsupervised Instance Segmentation in Biomedical ImagesCode0
From Reproduction to Replication: Evaluating Research Agents with Progressive Code MaskingCode0
On the Robustness of Global Feature Effect ExplanationsCode0
ALINE: Joint Amortization for Bayesian Inference and Active Data AcquisitionCode0
From Distance Correlation to Multiscale Graph CorrelationCode0
DARCNN: Domain Adaptive Region-based Convolutional Neural Network for Unsupervised Instance Segmentation in Biomedical ImagesCode0
Virtual Reality for Understanding Artificial-Intelligence-driven Scientific Discovery with an Application in Quantum OpticsCode0
When AI Co-Scientists Fail: SPOT-a Benchmark for Automated Verification of Scientific ResearchCode0
Bridging AI and Science: Implications from a Large-Scale Literature Analysis of AI4ScienceCode0
Symbolic Regression via Control Variable Genetic ProgrammingCode0
Physics-Guided Foundation Model for Scientific Discovery: An Application to Aquatic ScienceCode0
BoxingGym: Benchmarking Progress in Automated Experimental Design and Model DiscoveryCode0
Physics-guided Neural Networks (PGNN): An Application in Lake Temperature ModelingCode0
Scientific Discovery by Generating Counterfactuals using Image TranslationCode0
Synthesizing Interpretable Control Policies through Large Language Model Guided SearchCode0
Dyport: Dynamic Importance-based Hypothesis Generation Benchmarking TechniqueCode0
PlasmoFAB: A Benchmark to Foster Machine Learning for Plasmodium falciparum Protein Antigen Candidate PredictionCode0
Boolean matrix logic programming for active learning of gene functions in genome-scale metabolic network modelsCode0
Predicting Real-time Scientific Experiments Using Transformer models and Reinforcement LearningCode0
Deep learning models for predicting RNA degradation via dual crowdsourcingCode0
Contextual Regression: An Accurate and Conveniently Interpretable Nonlinear Model for Mining Discovery from Scientific DataCode0
Transformation Importance with Applications to CosmologyCode0
Closed-Form Interpretation of Neural Network Classifiers with Symbolic GradientsCode0
Probabilistic Phase Labeling and Lattice Refinement for Autonomous Material ResearchCode0
Dynamical Kinds and their DiscoveryCode0
BiomedSQL: Text-to-SQL for Scientific Reasoning on Biomedical Knowledge BasesCode0
Automatic Discovery and Description of Human Planning StrategiesCode0
ChemNER: Fine-Grained Chemistry Named Entity Recognition with Ontology-Guided Distant SupervisionCode0
DropMicroFluidAgents (DMFAs): Autonomous Droplet Microfluidic Research Framework Through Large Language Model AgentsCode0
Secondary control activation analysed and predicted with explainable AICode0
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