会员服务
Domain-Validity-Gated Metamorphic Testing of Scientific ML Surrogates
Arxiv
0+阅读 · 6月16日
Instrumented data for causal scientific machine learning
Arxiv
0+阅读 · 6月5日
Neural equilibria for long-term prediction of nonlinear conservation laws
Arxiv
0+阅读 · 5月17日
Real-Time Explanations for Tabular Foundation Models
Arxiv
0+阅读 · 3月31日
Symbolic--KAN: Kolmogorov-Arnold Networks with Discrete Symbolic Structure for Interpretable Learning
Arxiv
0+阅读 · 3月25日
Scientific Machine Learning-assisted Model Discovery from Telemetry Data
Arxiv
0+阅读 · 3月16日
Two Teachers Better Than One: Hardware-Physics Co-Guided Distributed Scientific Machine Learning
Arxiv
0+阅读 · 3月10日
ABM-UDE: Developing Surrogates for Epidemic Agent-Based Models via Scientific Machine Learning
Arxiv
0+阅读 · 2月25日
Data-Efficient Inference of Neural Fluid Fields via SciML Foundation Model
Arxiv
0+阅读 · 2月19日
AgenticSciML: Collaborative Multi-Agent Systems for Emergent Discovery in Scientific Machine Learning
Arxiv
0+阅读 · 2月15日
Fourier Learning Machines: Nonharmonic Fourier-Based Neural Networks for Scientific Machine Learning
Arxiv
0+阅读 · 2月13日
RealPDEBench: A Benchmark for Complex Physical Systems with Real-World Data
Arxiv
0+阅读 · 2月7日
A Unified Physics-Informed Neural Network for Modeling Coupled Electro- and Elastodynamic Wave Propagation Using Three-Stage Loss Optimization
Arxiv
0+阅读 · 2月14日
Unsupervised Physics-Informed Operator Learning through Multi-Stage Curriculum Training
Arxiv
0+阅读 · 2月2日
Multimodal Scientific Learning Beyond Diffusions and Flows
Arxiv
0+阅读 · 2月1日
参考链接
微信扫码咨询专知VIP会员
Top