| Conditional computation in neural networks: principles and research trends | Mar 12, 2024 | Mixture-of-Expertsscientific discovery | —Unverified | 0 |
| Advancing AI-Scientist Understanding: Making LLM Think Like a Physicist with Interpretable Reasoning | Apr 2, 2025 | scientific discovery | —Unverified | 0 |
| Calibrating for the Future:Enhancing Calorimeter Longevity with Deep Learning | Nov 6, 2024 | Deep Learningscientific discovery | —Unverified | 0 |
| An ELIXIR scoping review on domain-specific evaluation metrics for synthetic data in life sciences | Jun 17, 2025 | scientific discoverySynthetic Data Evaluation | —Unverified | 0 |
| Accelerating Earth Science Discovery via Multi-Agent LLM Systems | Mar 7, 2025 | Diversityscientific discovery | —Unverified | 0 |
| Explainable AI needs formal notions of explanation correctness | Sep 22, 2024 | AttributeExplainable artificial intelligence | —Unverified | 0 |
| Expressive Symbolic Regression for Interpretable Models of Discrete-Time Dynamical Systems | Jun 5, 2024 | regressionscientific discovery | —Unverified | 0 |
| Building Machine Learning Challenges for Anomaly Detection in Science | Mar 3, 2025 | Anomaly Detectionscientific discovery | —Unverified | 0 |
| ALMol: Aligned Language-Molecule Translation LLMs through Offline Preference Contrastive Optimisation | May 14, 2024 | Hallucinationscientific discovery | —Unverified | 0 |
| Ab-initio quantum chemistry with neural-network wavefunctions | Aug 26, 2022 | Quantizationscientific discovery | —Unverified | 0 |
| Breaking Boundaries: Distributed Domain Decomposition with Scalable Physics-Informed Neural PDE Solvers | Aug 28, 2023 | scientific discovery | —Unverified | 0 |
| BrainSCUBA: Fine-Grained Natural Language Captions of Visual Cortex Selectivity | Oct 6, 2023 | Image GenerationLanguage Modeling | —Unverified | 0 |
| Adaptive Exact Learning of Decision Trees from Membership Queries | Jan 23, 2019 | scientific discovery | —Unverified | 0 |
| Efficient nonmyopic batch active search | Dec 1, 2018 | DiversityDrug Discovery | —Unverified | 0 |
| Algorithms and Statistical Models for Scientific Discovery in the Petabyte Era | Nov 5, 2019 | Astronomyscientific discovery | —Unverified | 0 |
| Aligning Generalisation Between Humans and Machines | Nov 23, 2024 | scientific discovery | —Unverified | 0 |
| Efficiently Discovering Locally Exceptional yet Globally Representative Subgroups | Sep 22, 2017 | scientific discoverySubgroup Discovery | —Unverified | 0 |
| BLIAM: Literature-based Data Synthesis for Synergistic Drug Combination Prediction | Feb 14, 2023 | Data AugmentationLanguage Modeling | —Unverified | 0 |
| Efficient nonmyopic active search with applications in drug and materials discovery | Nov 21, 2018 | Drug Discoveryscientific discovery | —Unverified | 0 |
| Enabling real-time multi-messenger astrophysics discoveries with deep learning | Nov 26, 2019 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| Active Measure Reinforcement Learning for Observation Cost Minimization | May 26, 2020 | Decision MakingQ-Learning | —Unverified | 0 |
| Beyond Regrets: Geometric Metrics for Bayesian Optimization | Jan 3, 2024 | Bayesian OptimizationExperimental Design | —Unverified | 0 |
| Artificial Intelligence for Pediatric Ophthalmology | Apr 6, 2019 | BIG-bench Machine LearningImage Generation | —Unverified | 0 |
| Beyond Predictions in Neural ODEs: Identification and Interventions | Jun 23, 2021 | scientific discoveryTime Series | —Unverified | 0 |
| Better Research Software Tools to Elevate the Rate of Scientific Discovery -- or why we need to invest in research software engineering | Jul 8, 2023 | scientific discovery | —Unverified | 0 |