#Scientific Computing
Latest news articles tagged with "Scientific Computing". Follow the timeline of events, related topics, and entities.
Articles (16)
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πΊπΈ Sparse-Aware Neural Networks for Nonlinear Functionals: Mitigating the Exponential Dependence on Dimension
[USA]
arXiv:2604.06774v1 Announce Type: cross Abstract: Deep neural networks have emerged as powerful tools for learning operators defined over infinite-dimensional function spaces. However, existing theor...
Related: #Machine Learning Theory, #Algorithmic Efficiency -
πΊπΈ Ontology-based knowledge graph infrastructure for interoperable atomistic simulation data
[USA]
arXiv:2604.06230v1 Announce Type: cross Abstract: The reuse of atomistic simulation data is often limited by heterogeneous formats, incomplete metadata, and a lack of standardized representations of ...
Related: #Data Interoperability, #Materials Science -
πΊπΈ Learning the Stellar Structure Equations via Self-supervised Physics-Informed Neural Networks
[USA]
arXiv:2604.06255v1 Announce Type: cross Abstract: Stellar astrophysics relies critically on accurate descriptions of the physical conditions inside stars. Traditional solvers such as \texttt{MESA} (M...
Related: #Artificial Intelligence, #Computational Astrophysics -
πΊπΈ Plasma GraphRAG: Physics-Grounded Parameter Selection for Gyrokinetic Simulations
[USA]
arXiv:2604.06279v1 Announce Type: cross Abstract: Accurate parameter selection is fundamental to gyrokinetic plasma simulations, yet current practices rely heavily on manual literature reviews, leadi...
Related: #Artificial Intelligence, #Plasma Physics -
πΊπΈ Gradient-Informed Temporal Sampling Improves Rollout Accuracy in PDE Surrogate Training
[USA]
arXiv:2603.18237v1 Announce Type: cross Abstract: Researchers train neural simulators on uniformly sampled numerical simulation data. But under the same budget, does systematically sampled data provi...
Related: #Machine Learning -
πΊπΈ scicode-lint: Detecting Methodology Bugs in Scientific Python Code with LLM-Generated Patterns
[USA]
arXiv:2603.17893v1 Announce Type: cross Abstract: Methodology bugs in scientific Python code produce plausible but incorrect results that traditional linters and static analysis tools cannot detect. ...
Related: #Code Quality -
πΊπΈ An Agentic Evaluation Framework for AI-Generated Scientific Code in PETSc
[USA]
arXiv:2603.15976v1 Announce Type: new Abstract: While large language models have significantly accelerated scientific code generation, comprehensively evaluating the generated code remains a major ch...
Related: #AI Evaluation -
πΊπΈ OMNIFLOW: A Physics-Grounded Multimodal Agent for Generalized Scientific Reasoning
[USA]
arXiv:2603.15797v1 Announce Type: cross Abstract: Large Language Models (LLMs) have demonstrated exceptional logical reasoning capabilities but frequently struggle with the continuous spatiotemporal ...
Related: #AI Research -
πΊπΈ Intrinsic Numerical Robustness and Fault Tolerance in a Neuromorphic Algorithm for Scientific Computing
[USA]
arXiv:2603.10246v1 Announce Type: cross Abstract: The potential for neuromorphic computing to provide intrinsic fault tolerance has long been speculated, but the brain's robustness in neuromorphic ap...
Related: #Neuromorphic Computing -
πΊπΈ Diversity-Aware Adaptive Collocation for Physics-Informed Neural Networks via Sparse QUBO Optimization and Hybrid Coresets
[USA]
arXiv:2603.06761v1 Announce Type: cross Abstract: Physics-Informed Neural Networks (PINNs) enforce governing equations by penalizing PDE residuals at interior collocation points, but standard colloca...
Related: #Machine Learning -
πΊπΈ JAWS: Enhancing Long-term Rollout of Neural Operators via Spatially-Adaptive Jacobian Regularization
[USA]
arXiv:2603.05538v1 Announce Type: cross Abstract: Data-driven surrogate models improve the efficiency of simulating continuous dynamical systems, yet their autoregressive rollouts are often limited b...
Related: #Machine Learning -
πΊπΈ MOOSEnger -- a Domain-Specific AI Agent for the MOOSE Ecosystem
[USA]
arXiv:2603.04756v1 Announce Type: new Abstract: MOOSEnger is a tool-enabled AI agent tailored to the Multiphysics Object-Oriented Simulation Environment (MOOSE). MOOSE cases are specified in HIT ".i"...
Related: #AI Agents -
πΊπΈ CryoNet.Refine: A One-step Diffusion Model for Rapid Refinement of Structural Models with Cryo-EM Density Map Restraints
[USA]
arXiv:2602.22263v1 Announce Type: cross Abstract: High-resolution structure determination by cryo-electron microscopy (cryo-EM) requires the accurate fitting of an atomic model into an experimental d...
Related: #Artificial Intelligence, #Structural Biology -
πΊπΈ Grounding LLMs in Scientific Discovery via Embodied Actions
[USA]
arXiv:2602.20639v1 Announce Type: new Abstract: Large Language Models (LLMs) have shown significant potential in scientific discovery but struggle to bridge the gap between theoretical reasoning and ...
Related: #Artificial Intelligence, #Machine Learning -
πΊπΈ PuYun-LDM: A Latent Diffusion Model for High-Resolution Ensemble Weather Forecasts
[USA]
arXiv:2602.11807v2 Announce Type: replace Abstract: Latent diffusion models (LDMs) suffer from limited diffusability in high-resolution (<=0.25{\deg}) ensemble weather forecasting, where diffusabilit...
Related: #Artificial Intelligence in Meteorology, #Weather Forecasting Technology -
πΊπΈ Prior-Guided Symbolic Regression: Towards Scientific Consistency in Equation Discovery
[USA]
arXiv:2602.13021v1 Announce Type: cross Abstract: Symbolic Regression (SR) aims to discover interpretable equations from observational data, with the potential to reveal underlying principles behind ...
Related: #Machine Learning, #Mathematical Modeling
Key Entities (16)
- Symbolic regression (1 news)
- Prompt engineering (1 news)
- AI agent (1 news)
- Artificial intelligence (1 news)
- Weather forecasting (1 news)
- Latent diffusion model (1 news)
- Computational science (1 news)
- Fault tolerance (1 news)
- Molecular modelling (1 news)
- Deep learning (1 news)
- Computational biology (1 news)
- Diffusion model (1 news)
- Mesa (disambiguation) (1 news)
- Large language model (1 news)
- MATLAB (1 news)
- PDE (1 news)
About the topic: Scientific Computing
The topic "Scientific Computing" aggregates 16+ news articles from various countries.