Publication

Domain knowledge-informed synthetic fault sample generation with health data map for cross-domain planetary gearbox fault diagnosis

Graph Chat

Chat with Graph Search

Ask any question about EPFL courses, lectures, exercises, research, news, etc. or try the example questions below.

DISCLAIMER: The Graph Chatbot is not programmed to provide explicit or categorical answers to your questions. Rather, it transforms your questions into API requests that are distributed across the various IT services officially administered by EPFL. Its purpose is solely to collect and recommend relevant references to content that you can explore to help you answer your questions.

Domain knowledge-informed synthetic fault sample generation with health data map for cross-domain planetary gearbox fault diagnosis

Chat with Graph Search

Computational complexity of deep learning: fundamental limitations and empirical phenomena

Uncertainty quantification for a deep learning models for image-based crack segmentation

Extending Capabilities of Attention-based Models

Domain adaptation via alignment of operation profile for Remaining Useful Lifetime prediction

FSscore: A Personalized Machine Learning-Based Synthetic Feasibility Score

Connectome embedding in multidimensional graph spaces

Detection of Malicious Agents in Social Learning

Incorporating Projective Geometry into Deep Learning

Bridging the gap between model-driven and data-driven methods in the era of Big Data

Early decoding of walking tasks with minimal set of EMG channels

Detecting Anomalies and Obstacles in Road Scenes

Novel Generalised Notch Filter for Harmonic Vibration Suppression in Magnetic Bearing Systems

Axial and radial axonal diffusivities and radii from single encoding strongly diffusion-weighted MRI

Deep Domain Adaptation in Earth Observation

Automated post-earthquake damage assessment of stone masonry buildings integrating machine learning, computer vision, and physics-based modeling

Scanning SQUID microscopy in a cryogen-free dilution refrigerator

Center-aware Adversarial Augmentation for Single Domain Generalization

Influence of outdoor air pollution on European residential ventilative cooling potential

Interpreting deep learning models for epileptic seizure detection on EEG signals

Improving Object Detection under Domain Shifts