Towards a population-informed approach to the definition of data-driven models for structural dynamics
Fuente:
arXiv
Guardado en:
| Autores principales: | Tsialiamanis, G., Dervilis, N., Wagg, D. J., Worden, K. |
|---|---|
| Formato: | Preprint |
| Publicado: |
2023
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
On the topology and geometry of population-based SHM
por: Worden, Keith, et al.
Publicado: (2024)
por: Worden, Keith, et al.
Publicado: (2024)
Towards an active-learning approach to resource allocation for population-based damage prognosis
por: Tsialiamanis, George, et al.
Publicado: (2024)
por: Tsialiamanis, George, et al.
Publicado: (2024)
On the Detection and Quantification of Nonlinearity via Statistics of the Gradients of a Black-Box Model
por: Tsialiamanis, G., et al.
Publicado: (2023)
por: Tsialiamanis, G., et al.
Publicado: (2023)
Towards transparent and data-driven fault detection in manufacturing: A case study on univariate, discrete time series
por: Hofmann, Bernd, et al.
Publicado: (2025)
por: Hofmann, Bernd, et al.
Publicado: (2025)
A foundation model for electrodermal activity data
por: Alchieri, Leonardo, et al.
Publicado: (2026)
por: Alchieri, Leonardo, et al.
Publicado: (2026)
SincVAE: A new semi-supervised approach to improve anomaly detection on EEG data using SincNet and variational autoencoder
por: Pollastro, Andrea, et al.
Publicado: (2024)
por: Pollastro, Andrea, et al.
Publicado: (2024)
AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges
por: Pan, Guangjin, et al.
Publicado: (2025)
por: Pan, Guangjin, et al.
Publicado: (2025)
AI-driven Inverse Design of Band-Tunable Mechanical Metastructures for Tailored Vibration Mitigation
por: Gupta, Tanuj, et al.
Publicado: (2024)
por: Gupta, Tanuj, et al.
Publicado: (2024)
Towards a Foundation Model for Communication Systems
por: Buffelli, Davide, et al.
Publicado: (2025)
por: Buffelli, Davide, et al.
Publicado: (2025)
Towards Generalizable Human Activity Recognition: A Survey
por: Cai, Yize, et al.
Publicado: (2025)
por: Cai, Yize, et al.
Publicado: (2025)
Toward the application of XAI methods in EEG-based systems
por: Apicella, Andrea, et al.
Publicado: (2022)
por: Apicella, Andrea, et al.
Publicado: (2022)
Towards End-to-End GPS Localization with Neural Pseudorange Correction
por: Weng, Xu, et al.
Publicado: (2024)
por: Weng, Xu, et al.
Publicado: (2024)
An Exploratory Assessment of LLM's Potential Toward Flight Trajectory Reconstruction Analysis
por: Zhang, Qilei, et al.
Publicado: (2024)
por: Zhang, Qilei, et al.
Publicado: (2024)
Generative AI Meets Wireless Sensing: Towards Wireless Foundation Model
por: Yang, Zheng, et al.
Publicado: (2025)
por: Yang, Zheng, et al.
Publicado: (2025)
Towards Generalizable Learning Models for EEG-Based Identification of Pain Perception
por: Rezzouk, Mathis, et al.
Publicado: (2025)
por: Rezzouk, Mathis, et al.
Publicado: (2025)
Towards Resource-Efficient Federated Learning in Industrial IoT for Multivariate Time Series Analysis
por: Gkillas, Alexandros, et al.
Publicado: (2024)
por: Gkillas, Alexandros, et al.
Publicado: (2024)
MambaCapsule: Towards Transparent Cardiac Disease Diagnosis with Electrocardiography Using Mamba Capsule Network
por: Xu, Yinlong, et al.
Publicado: (2024)
por: Xu, Yinlong, et al.
Publicado: (2024)
Toward Foundational Model for Sleep Analysis Using a Multimodal Hybrid Self-Supervised Learning Framework
por: Lee, Cheol-Hui, et al.
Publicado: (2025)
por: Lee, Cheol-Hui, et al.
Publicado: (2025)
Towards Accurate Forecasting of Renewable Energy : Building Datasets and Benchmarking Machine Learning Models for Solar and Wind Power in France
por: Lindas, Eloi, et al.
Publicado: (2025)
por: Lindas, Eloi, et al.
Publicado: (2025)
Active inference and deep generative modeling for cognitive ultrasound
por: van Sloun, Ruud JG
Publicado: (2024)
por: van Sloun, Ruud JG
Publicado: (2024)
The last Dance : Robust backdoor attack via diffusion models and bayesian approach
por: Mengara, Orson
Publicado: (2024)
por: Mengara, Orson
Publicado: (2024)
ReQuestNet: A Foundational Learning model for Channel Estimation
por: Pratik, Kumar, et al.
Publicado: (2025)
por: Pratik, Kumar, et al.
Publicado: (2025)
Deep learning methods for modeling infrasound transmission loss in the middle atmosphere
por: Pichon, Alexis Le, et al.
Publicado: (2025)
por: Pichon, Alexis Le, et al.
Publicado: (2025)
Foundation models for discovering robust biomarkers of neurological disorders from dynamic functional connectivity
por: Girish, Deepank, et al.
Publicado: (2026)
por: Girish, Deepank, et al.
Publicado: (2026)
MobileNetV2: A lightweight classification model for home-based sleep apnea screening
por: Pan, Hui, et al.
Publicado: (2024)
por: Pan, Hui, et al.
Publicado: (2024)
Correlation recurrent units: A novel neural architecture for improving the predictive performance of time-series data
por: Sim, Sunghyun, et al.
Publicado: (2022)
por: Sim, Sunghyun, et al.
Publicado: (2022)
Scaled Dot-Product Attention implements projection of inputs onto a common surface
por: Sanger, Terence D
Publicado: (2026)
por: Sanger, Terence D
Publicado: (2026)
Cross-device Zero-shot Label Transfer via Alignment of Time Series Foundation Model Embeddings
por: Ravindra, Neal G., et al.
Publicado: (2025)
por: Ravindra, Neal G., et al.
Publicado: (2025)
A machine-learning sleep-wake classification model using a reduced number of features derived from photoplethysmography and activity signals
por: Almeida, Douglas A., et al.
Publicado: (2023)
por: Almeida, Douglas A., et al.
Publicado: (2023)
Machine learning predicts long-term mortality after acute myocardial infarction using systolic time intervals and routinely collected clinical data
por: Roudini, Bijan, et al.
Publicado: (2024)
por: Roudini, Bijan, et al.
Publicado: (2024)
Wearable data from subjects playing Super Mario, sitting university exams, or performing physical exercise help detect acute mood episodes via self-supervised learning
por: Corponi, Filippo, et al.
Publicado: (2023)
por: Corponi, Filippo, et al.
Publicado: (2023)
Networks of Causal Abstractions: A Sheaf-theoretic Framework
por: D'Acunto, Gabriele, et al.
Publicado: (2025)
por: D'Acunto, Gabriele, et al.
Publicado: (2025)
Learning Consistent Causal Abstraction Networks
por: D'Acunto, Gabriele, et al.
Publicado: (2026)
por: D'Acunto, Gabriele, et al.
Publicado: (2026)
Identifying TBI Physiological States by Clustering Multivariate Clinical Time-Series Data
por: Ghaderi, Hamid, et al.
Publicado: (2023)
por: Ghaderi, Hamid, et al.
Publicado: (2023)
A Survey of Anomaly Detection in In-Vehicle Networks
por: Özdemir, Övgü, et al.
Publicado: (2024)
por: Özdemir, Övgü, et al.
Publicado: (2024)
Cross-Learning Between ECG and PCG: Exploring Common and Exclusive Characteristics of Bimodal Electromechanical Cardiac Waveforms
por: Karimi, Sajjad, et al.
Publicado: (2025)
por: Karimi, Sajjad, et al.
Publicado: (2025)
FED-HARGPT: A Hybrid Centralized-Federated Approach of a Transformer-based Architecture for Human Context Recognition
por: Gibaut, Wandemberg, et al.
Publicado: (2026)
por: Gibaut, Wandemberg, et al.
Publicado: (2026)
Adaptive Learning Strategies for AoA-Based Outdoor Localization: A Comprehensive Framework
por: Trinh-Nguyen, Bac, et al.
Publicado: (2026)
por: Trinh-Nguyen, Bac, et al.
Publicado: (2026)
UniMTS: Unified Pre-training for Motion Time Series
por: Zhang, Xiyuan, et al.
Publicado: (2024)
por: Zhang, Xiyuan, et al.
Publicado: (2024)
SimPSI: A Simple Strategy to Preserve Spectral Information in Time Series Data Augmentation
por: Ryu, Hyun, et al.
Publicado: (2023)
por: Ryu, Hyun, et al.
Publicado: (2023)
Ejemplares similares
-
On the topology and geometry of population-based SHM
por: Worden, Keith, et al.
Publicado: (2024) -
Towards an active-learning approach to resource allocation for population-based damage prognosis
por: Tsialiamanis, George, et al.
Publicado: (2024) -
On the Detection and Quantification of Nonlinearity via Statistics of the Gradients of a Black-Box Model
por: Tsialiamanis, G., et al.
Publicado: (2023) -
Towards transparent and data-driven fault detection in manufacturing: A case study on univariate, discrete time series
por: Hofmann, Bernd, et al.
Publicado: (2025) -
A foundation model for electrodermal activity data
por: Alchieri, Leonardo, et al.
Publicado: (2026)