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| A Comprehensive Performance Study of Large Language Models on Novel AI Accelerators | Oct 6, 2023 | scientific discovery | —Unverified | 0 |
| DeepSpeed4Science Initiative: Enabling Large-Scale Scientific Discovery through Sophisticated AI System Technologies | Oct 6, 2023 | scientific discovery | —Unverified | 0 |
| BrainSCUBA: Fine-Grained Natural Language Captions of Visual Cortex Selectivity | Oct 6, 2023 | Image GenerationLanguage Modeling | —Unverified | 0 |
| Pre-Training and Fine-Tuning Generative Flow Networks | Oct 5, 2023 | scientific discoveryUnsupervised Pre-training | —Unverified | 0 |
| Knowledge Graphs for the Life Sciences: Recent Developments, Challenges and Opportunities | Sep 29, 2023 | Knowledge GraphsManagement | —Unverified | 0 |
| Neural Operators for Accelerating Scientific Simulations and Design | Sep 27, 2023 | scientific discoverySuper-Resolution | —Unverified | 0 |
| DeepROCK: Error-controlled interaction detection in deep neural networks | Sep 26, 2023 | scientific discovery | —Unverified | 0 |
| End-to-end Phase Field Model Discovery Combining Experimentation, Crowdsourcing, Simulation and Learning | Sep 13, 2023 | Model Discoveryscientific discovery | —Unverified | 0 |
| Efficient Learning of PDEs via Taylor Expansion and Sparse Decomposition into Value and Fourier Domains | Sep 13, 2023 | scientific discovery | —Unverified | 0 |
| Deep Quantum Graph Dreaming: Deciphering Neural Network Insights into Quantum Experiments | Sep 13, 2023 | scientific discovery | CodeCode Available | 0 |
| Inferring physical laws by artificial intelligence based causal models | Sep 8, 2023 | Causal Inferencescientific discovery | —Unverified | 0 |
| Breaking Boundaries: Distributed Domain Decomposition with Scalable Physics-Informed Neural PDE Solvers | Aug 28, 2023 | scientific discovery | —Unverified | 0 |
| Genomic reproducibility in the bioinformatics era | Aug 18, 2023 | scientific discovery | —Unverified | 0 |
| Evolving Scientific Discovery by Unifying Data and Background Knowledge with AI Hilbert | Aug 18, 2023 | Equation DiscoveryLogical Reasoning | CodeCode Available | 1 |
| Towards Lightweight Data Integration using Multi-workflow Provenance and Data Observability | Aug 17, 2023 | CPUData Integration | CodeCode Available | 1 |
| Serendipity in Science | Aug 15, 2023 | scientific discovery | —Unverified | 0 |
| APACE: AlphaFold2 and advanced computing as a service for accelerated discovery in biophysics | Aug 15, 2023 | Drug DiscoveryPrediction | CodeCode Available | 0 |
| Probabilistic Phase Labeling and Lattice Refinement for Autonomous Material Research | Aug 15, 2023 | scientific discoveryX-Ray Diffraction (XRD) | CodeCode Available | 0 |
| Constructing Custom Thermodynamics Using Deep Learning | Aug 8, 2023 | Deep LearningPhysical Intuition | CodeCode Available | 1 |
| Large-scale Generative Simulation Artificial Intelligence: the Next Hotspot in Generative AI | Aug 3, 2023 | scientific discovery | —Unverified | 0 |
| Towards Generalist Biomedical AI | Jul 26, 2023 | Medical Question AnsweringQuestion Answering | —Unverified | 0 |
| Representation Learning in Anomaly Detection: Successes, Limits and a Grand Challenge | Jul 20, 2023 | Anomaly DetectionRepresentation Learning | —Unverified | 0 |
| The Future of Fundamental Science Led by Generative Closed-Loop Artificial Intelligence | Jul 9, 2023 | Model Discoveryscientific discovery | —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 |
