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Showing 101–150 of 464 papers

TitleStatusHype
Applications of Gaussian Processes at Extreme Lengthscales: From Molecules to Black HolesCode1
Rethinking Symbolic Regression Datasets and Benchmarks for Scientific DiscoveryCode1
Symbolic regression for scientific discovery: an application to wind speed forecastingCode1
X-TIME: An in-memory engine for accelerating machine learning on tabular data with CAMsCode1
Data-driven discovery of Green's functions with human-understandable deep learningCode1
Deep learning models for predicting RNA degradation via dual crowdsourcingCode0
Closed-Form Interpretation of Neural Network Classifiers with Symbolic GradientsCode0
Predicting Real-time Scientific Experiments Using Transformer models and Reinforcement LearningCode0
Physics-guided Neural Networks (PGNN): An Application in Lake Temperature ModelingCode0
APACE: AlphaFold2 and advanced computing as a service for accelerated discovery in biophysicsCode0
Physics-Guided Foundation Model for Scientific Discovery: An Application to Aquatic ScienceCode0
Causality Pursuit from Heterogeneous Environments via Neural Adversarial Invariance LearningCode0
Capturing Structure Implicitly from Time-Series having Limited DataCode0
Can Transformers Do Enumerative Geometry?Code0
OKRidge: Scalable Optimal k-Sparse Ridge RegressionCode0
An LLM-based Knowledge Synthesis and Scientific Reasoning Framework for Biomedical DiscoveryCode0
OCSU: Optical Chemical Structure Understanding for Molecule-centric Scientific DiscoveryCode0
Unsupervised Machine Learning for Scientific Discovery: Workflow and Best PracticesCode0
On the Robustness of Global Feature Effect ExplanationsCode0
Reinforcement Learning in a Physics-Inspired Semi-Markov EnvironmentCode0
ChemNER: Fine-Grained Chemistry Named Entity Recognition with Ontology-Guided Distant SupervisionCode0
Active Symbolic Discovery of Ordinary Differential Equations via Phase Portrait SketchingCode0
Bridging AI and Science: Implications from a Large-Scale Literature Analysis of AI4ScienceCode0
PlasmoFAB: A Benchmark to Foster Machine Learning for Plasmodium falciparum Protein Antigen Candidate PredictionCode0
ALINE: Joint Amortization for Bayesian Inference and Active Data AcquisitionCode0
Probabilistic Phase Labeling and Lattice Refinement for Autonomous Material ResearchCode0
NEBULA: Neural Empirical Bayes Under Latent Representations for Efficient and Controllable Design of Molecular LibrariesCode0
nnU-Net: a self-configuring method for deep learning-based biomedical image segmentationCode0
BoxingGym: Benchmarking Progress in Automated Experimental Design and Model DiscoveryCode0
Boolean matrix logic programming for active learning of gene functions in genome-scale metabolic network modelsCode0
MOOSE-Chem3: Toward Experiment-Guided Hypothesis Ranking via Simulated Experimental FeedbackCode0
MolXPT: Wrapping Molecules with Text for Generative Pre-trainingCode0
Automated Design of Deep Learning Methods for Biomedical Image SegmentationCode0
BiomedSQL: Text-to-SQL for Scientific Reasoning on Biomedical Knowledge BasesCode0
AiSciVision: A Framework for Specializing Large Multimodal Models in Scientific Image ClassificationCode0
μ-Bench: A Vision-Language Benchmark for Microscopy UnderstandingCode0
Pruning neural network models for gene regulatory dynamics using data and domain knowledgeCode0
LGEM^+: a first-order logic framework for automated improvement of metabolic network models through abductionCode0
Learning to discover: expressive Gaussian mixture models for multi-dimensional simulation and parameter inference in the physical sciencesCode0
Physics-tailored machine learning reveals unexpected physics in dusty plasmasCode0
Leveraging large language models for nano synthesis mechanism explanation: solid foundations or mere conjectures?Code0
Automatic Discovery and Description of Human Planning StrategiesCode0
Automated Gadget Discovery in ScienceCode0
KnowledgeShovel: An AI-in-the-Loop Document Annotation System for Scientific Knowledge Base ConstructionCode0
Interpretable Scientific Discovery with Symbolic Regression: A ReviewCode0
Interpretable models for extrapolation in scientific machine learningCode0
Integration of Neural Network-Based Symbolic Regression in Deep Learning for Scientific DiscoveryCode0
InterFeat: An Automated Pipeline for Finding Interesting Hypotheses in Structured Biomedical DataCode0
Hypothesizing Missing Causal Variables with LLMsCode0
IdeaBench: Benchmarking Large Language Models for Research Idea GenerationCode0
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