From the 1 of 49 papers with an AI index.
20 citations
- Center for Scalable Data Analytics and Artificial IntelligenceDE11 papers
- Max Planck Institute for Mathematics in the SciencesDE5 papers
- Leipzig University of Applied SciencesDE4 papers
- Max Planck Institute for MathematicsDE4 papers
- Chemnitz University of TechnologyDE2 papers
- Ludwig-Maximilians-Universität MünchenDE2 papers
- Max Planck Institute for Human Cognitive and Brain SciencesDE2 papers
- Paul Scherrer InstituteCH2 papers
- Technische Universität DarmstadtDE2 papers
- Technische Universität DresdenDE2 papers
- Universidade Estadual de Campinas (UNICAMP)BR2 papers
- University of AugsburgDE2 papers
Showing cs.LGShow all
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cs.LG2026
Physics-Informed Time-Integrated DeepONet: Temporal Tangent Space Operator Learning for High-Accuracy Inference
Luis Mandl, Dibyajyoti Nayak, Tim Ricken +1
Accurately modeling and inferring solutions to time-dependent partial differential equations (PDEs) over extended horizons remains a core challenge in scientific machine learning.…
cs.LG2026★ 1 cited
Sensitivity analysis of image classification models using generalized polynomial chaos
Lukas Bahr, Lucas PoÃner, Konstantin Weise +2
Integrating advanced communication protocols in production has accelerated the adoption of data-driven predictive quality methods, notably machine learning (ML) models. However, ML…
cs.LG2025
Anti-Correlated Noise in Epoch-Based Stochastic Gradient Descent: Implications for Weight Variances in Flat Directions
Marcel Kühn, Bernd Rosenow
Stochastic Gradient Descent (SGD) has become a cornerstone of neural network optimization due to its computational efficiency and generalization capabilities. However, the gradient…