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scientific discovery

Papers

Showing 326–350 of 464 papers

TitleStatusHype
Unifying Molecular and Textual Representations via Multi-task Language ModellingCode1
Causal Structural Learning from Time Series: A Convex Optimization Approach—0
Artificial intelligence as a gateway to scientific discovery: Uncovering features in retinal fundus images—0
PlasmoFAB: A Benchmark to Foster Machine Learning for Plasmodium falciparum Protein Antigen Candidate PredictionCode0
Reprogramming Pretrained Language Models for Protein Sequence Representation Learning—0
Automated Gadget Discovery in ScienceCode0
Scalable Hybrid Learning Techniques for Scientific Data CompressionCode1
Interpretable models for extrapolation in scientific machine learningCode0
FAIR AI Models in High Energy Physics—0
SRSD: Rethinking Datasets of Symbolic Regression for Scientific DiscoveryCode1
To think inside the box, or to think out of the box? Scientific discovery via the reciprocation of insights and concepts—0
Extreme Acceleration of Graph Neural Network-based Prediction Models for Quantum Chemistry—0
Design of Turing Systems with Physics-Informed Neural Networks—0
Interpretable Scientific Discovery with Symbolic Regression: A ReviewCode0
Partial counterfactual identification and uplift modeling: theoretical results and real-world assessment—0
Simulation-Based Parallel Training—0
Retention Time Prediction for Chromatographic Enantioseparation by Quantile Geometry-enhanced Graph Neural Network—0
Toward Human-AI Co-creation to Accelerate Material Discovery—0
Semi-Supervised Domain Adaptation for Cross-Survey Galaxy Morphology Classification and Anomaly DetectionCode1
Data-Driven Computational Imaging for Scientific DiscoveryCode0
Neurosymbolic Programming for Science—0
Artificial Intelligence and Natural Language Processing and Understanding in Space: A Methodological Framework and Four ESA Case Studies—0
KnowledgeShovel: An AI-in-the-Loop Document Annotation System for Scientific Knowledge Base ConstructionCode0
Explaining Patterns in Data with Language Models via Interpretable AutopromptingCode1
Selection by Prediction with Conformal p-valuesCode1
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