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scientific discovery

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Showing 376–400 of 464 papers

TitleStatusHype
Rediscovering orbital mechanics with machine learning—0
AI Research Associate for Early-Stage Scientific Discovery—0
Combinatorial Scientific Discovery: Finding New Concept Combinations Beyond Link Prediction—0
Reproducible, incremental representation learning with Rosetta VAE—0
Uniform-in-Phase-Space Data Selection with Iterative Normalizing FlowsCode0
Scientific Discovery and the Cost of Measurement -- Balancing Information and Cost in Reinforcement Learning—0
Simulation Intelligence: Towards a New Generation of Scientific Methods—0
Learning from learning machines: a new generation of AI technology to meet the needs of science—0
From Kepler to Newton: Explainable AI for Science—0
AbductionRules: Training Transformers to Explain Unexpected Inputs—0
ChemNER: Fine-Grained Chemistry Named Entity Recognition with Ontology-Guided Distant SupervisionCode0
Interpretable and Explainable Machine Learning for Materials Science and Chemistry—0
RZiMM-scRNA: A regularized zero-inflated mixture model framework for single-cell RNA-seq data—0
Applications and Techniques for Fast Machine Learning in Science—0
Learning quantum dynamics with latent neural ODEsCode1
Deep learning models for predicting RNA degradation via dual crowdsourcingCode0
A Field Guide to Scientific XAI: Transparent and Interpretable Deep Learning for Bioinformatics Research—0
Molformer: Motif-based Transformer on 3D Heterogeneous Molecular GraphsCode1
Fast Generic Interaction Detection for Model Interpretability and Compression—0
WHAT TO DO IF SPARSE REPRESENTATION LEARNING FAILS UNEXPECTEDLY?—0
Automatic Discovery and Description of Human Planning StrategiesCode0
Towards trustworthy explanations with gradient-based attribution methods—0
Scientific Argument with Supervised Learning—0
A Computable Piece of Uncomputable Art whose Expansion May Explain the Universe in Software Space—0
Secondary control activation analysed and predicted with explainable AICode0
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