Parameter-Efficient Domain Adaptation of Physics-Informed Self-Attention based GNNs for AC Power Flow Prediction
Fuente:
arXiv
Saved in:
| Main Authors: | Karim, Redwanul, Kim, Changhun, Conrad, Timon, Gourmelon, Nora, Oelhaf, Julian, Riebesel, David, Arias-Vergara, Tomás, Maier, Andreas, Jäger, Johann, Bayer, Siming |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Physics-informed GNN for medium-high voltage AC power flow with edge-aware attention and line search correction operator
by: Kim, Changhun, et al.
Published: (2025)
by: Kim, Changhun, et al.
Published: (2025)
Impact of Training Dataset Size for ML Load Flow Surrogates
by: Conrad, Timon, et al.
Published: (2026)
by: Conrad, Timon, et al.
Published: (2026)
Unsupervised Clustering for Fault Analysis in High-Voltage Power Systems Using Voltage and Current Signals
by: Oelhaf, Julian, et al.
Published: (2025)
by: Oelhaf, Julian, et al.
Published: (2025)
Impact of Data Sparsity on Machine Learning for Fault Detection in Power System Protection
by: Oelhaf, Julian, et al.
Published: (2025)
by: Oelhaf, Julian, et al.
Published: (2025)
Benchmarking Machine Learning Models for Fault Classification and Localization in Power System Protection
by: Oelhaf, Julian, et al.
Published: (2025)
by: Oelhaf, Julian, et al.
Published: (2025)
A Scoping Review of Machine Learning Applications in Power System Protection and Disturbance Management
by: Oelhaf, Julian, et al.
Published: (2025)
by: Oelhaf, Julian, et al.
Published: (2025)
Robustness Evaluation of Machine Learning Models for Fault Classification and Localization In Power System Protection
by: Oelhaf, Julian, et al.
Published: (2025)
by: Oelhaf, Julian, et al.
Published: (2025)
Feature Selection for Fault Prediction in Distribution Systems
by: Kordowich, Georg, et al.
Published: (2026)
by: Kordowich, Georg, et al.
Published: (2026)
Water Demand Forecasting of District Metered Areas through Learned Consumer Representations
by: Ramachandran, Adithya, et al.
Published: (2025)
by: Ramachandran, Adithya, et al.
Published: (2025)
Few-Shot Domain Adaptation with Temporal References and Static Priors for Glacier Calving Front Delineation
by: Dreier, Marcel, et al.
Published: (2026)
by: Dreier, Marcel, et al.
Published: (2026)
Beating the Style Detector: Three Hours of Agentic Research on the AI-Text Arms Race
by: Maier, Andreas, et al.
Published: (2026)
by: Maier, Andreas, et al.
Published: (2026)
Advancing Heat Demand Forecasting with Attention Mechanisms: Opportunities and Challenges
by: Ramachandran, Adithya, et al.
Published: (2025)
by: Ramachandran, Adithya, et al.
Published: (2025)
CaFFe (CAlving Fronts and where to Find thEm: a benchmark dataset and methodology for automatic glacier calving front extraction from sar imagery)
by: Gourmelon, Nora, et al.
Published: (2022)
by: Gourmelon, Nora, et al.
Published: (2022)
EcoScapes: LLM-Powered Advice for Crafting Sustainable Cities
by: Röhn, Martin, et al.
Published: (2025)
by: Röhn, Martin, et al.
Published: (2025)
Attention-Guided Erasing: A Novel Augmentation Method for Enhancing Downstream Breast Density Classification
by: Panambur, Adarsh Bhandary, et al.
Published: (2024)
by: Panambur, Adarsh Bhandary, et al.
Published: (2024)
Synergizing Deep Learning and Phase Change Materials for Four-state Broadband Multifunctional Metasurfaces in the Visible Range
by: Karim, Md. Ehsanul, et al.
Published: (2024)
by: Karim, Md. Ehsanul, et al.
Published: (2024)
Empowering GNNs for Domain Adaptation via Denoising Target Graph
by: Yu, Haiyang, et al.
Published: (2025)
by: Yu, Haiyang, et al.
Published: (2025)
Dynamic Domain Adaptation-Driven Physics-Informed Graph Representation Learning for AC-OPF
by: Zhu, Hongjie, et al.
Published: (2025)
by: Zhu, Hongjie, et al.
Published: (2025)
Assessing the consequences of water retention on the structural integrity of jute fiber and its composites: A review
by: Shahidul Islam, et al.
Published: (2024)
by: Shahidul Islam, et al.
Published: (2024)
Multi-temporal Calving Front Segmentation
by: Dreier, Marcel, et al.
Published: (2025)
by: Dreier, Marcel, et al.
Published: (2025)
SSL4SAR: Self-Supervised Learning for Glacier Calving Front Extraction from SAR Imagery
by: Gourmelon, Nora, et al.
Published: (2025)
by: Gourmelon, Nora, et al.
Published: (2025)
Just Ask for a Table: A Thirty-Token User Prompt Defeats Sponsored Recommendations in Twelve LLMs
by: Maier, Andreas, et al.
Published: (2026)
by: Maier, Andreas, et al.
Published: (2026)
Optimizing yarn properties through response surface methodology: Finding the ideal flax and cotton fiber proportion in blended yarns by using design‐expert software
by: Md. Redwanul Islam, et al.
Published: (2024)
by: Md. Redwanul Islam, et al.
Published: (2024)
WINO: A Weak-Form Physics Informed Neural Operator for Hyperelasticity on Variable Domains
by: Zhu, Bokai, et al.
Published: (2026)
by: Zhu, Bokai, et al.
Published: (2026)
Estimating Risk-Aware Flexibility Areas for EV Charging Pools via Stochastic AC-OPF
by: Giraldo, Juan S., et al.
Published: (2023)
by: Giraldo, Juan S., et al.
Published: (2023)
Confidence-Guided Error Correction for Disordered Speech Recognition
by: Hernandez, Abner, et al.
Published: (2025)
by: Hernandez, Abner, et al.
Published: (2025)
SNOBERT: A Benchmark for clinical notes entity linking in the SNOMED CT clinical terminology
by: Kulyabin, Mikhail, et al.
Published: (2024)
by: Kulyabin, Mikhail, et al.
Published: (2024)
AMD-HookNet++: Evolution of AMD-HookNet with Hybrid CNN-Transformer Feature Enhancement for Glacier Calving Front Segmentation
by: Wu, Fei, et al.
Published: (2025)
by: Wu, Fei, et al.
Published: (2025)
Assessing the Prospect of Sustainable Biocomposites Produced From Corn Starch and Reinforced With Jute Spinning Mills Waste
by: Md. Redwanul Islam, et al.
Published: (2024)
by: Md. Redwanul Islam, et al.
Published: (2024)
A Deep Learning Framework for Heat Demand Forecasting using Time-Frequency Representations of Decomposed Features
by: Ramachandran, Adithya, et al.
Published: (2026)
by: Ramachandran, Adithya, et al.
Published: (2026)
LoGSAM: Parameter-Efficient Cross-Modal Grounding for MRI Segmentation
by: Bhuiyan, Mohammad Robaitul Islam, et al.
Published: (2026)
by: Bhuiyan, Mohammad Robaitul Islam, et al.
Published: (2026)
Every diffeomorphism is a total renormalization of a close to identity map
by: Berger, Pierre, et al.
Published: (2022)
by: Berger, Pierre, et al.
Published: (2022)
Learning Wavelet-Sparse FDK for 3D Cone-Beam CT Reconstruction
by: Sun, Yipeng, et al.
Published: (2025)
by: Sun, Yipeng, et al.
Published: (2025)
CloudFixer: Test-Time Adaptation for 3D Point Clouds via Diffusion-Guided Geometric Transformation
by: Shim, Hajin, et al.
Published: (2024)
by: Shim, Hajin, et al.
Published: (2024)
GNN-MoE: Context-Aware Patch Routing using GNNs for Parameter-Efficient Domain Generalization
by: Soliman, Mahmoud, et al.
Published: (2025)
by: Soliman, Mahmoud, et al.
Published: (2025)
Multilingual Phonological Feature Recognition with Self-Supervised Speech Models
by: Hernandez, Abner, et al.
Published: (2026)
by: Hernandez, Abner, et al.
Published: (2026)
Audio-Vision Contrastive Learning for Phonological Class Recognition
by: Liu, Daiqi, et al.
Published: (2025)
by: Liu, Daiqi, et al.
Published: (2025)
Classical simulability of constant-depth linear-optical circuits with noise
by: Oh, Changhun
Published: (2024)
by: Oh, Changhun
Published: (2024)
Benchmarking CNN-based Models against Transformer-based Models for Abdominal Multi-Organ Segmentation on the RATIC Dataset
by: Bayer, Lukas, et al.
Published: (2026)
by: Bayer, Lukas, et al.
Published: (2026)
AC-Informed DC Optimal Transmission Switching Problems via Parameter Optimization
by: Taheri, Babak, et al.
Published: (2024)
by: Taheri, Babak, et al.
Published: (2024)
Similar Items
-
Physics-informed GNN for medium-high voltage AC power flow with edge-aware attention and line search correction operator
by: Kim, Changhun, et al.
Published: (2025) -
Impact of Training Dataset Size for ML Load Flow Surrogates
by: Conrad, Timon, et al.
Published: (2026) -
Unsupervised Clustering for Fault Analysis in High-Voltage Power Systems Using Voltage and Current Signals
by: Oelhaf, Julian, et al.
Published: (2025) -
Impact of Data Sparsity on Machine Learning for Fault Detection in Power System Protection
by: Oelhaf, Julian, et al.
Published: (2025) -
Benchmarking Machine Learning Models for Fault Classification and Localization in Power System Protection
by: Oelhaf, Julian, et al.
Published: (2025)