Scientific Research Publishing

A Review of Data-Driven Prediction of Undesirable Events in Offshore Oil Wells

The production and operation of offshore oil wells present typical characteristics of strong coupling, high nonlinearity, obvious time-varying behavior, and high operational risks. The occurrence of ...

Axial encoding unlocks up to eightfold faster 3D microscopy with less light

A research team from HKU Engineering has pioneered a fundamentally new imaging strategy known as AIMED (Arbitrary illumination microscopy with encoded depth), which utilizes a sub-sampling approach.

Multiplexed method reveals protein energy landscapes across 10 domain families

Northwestern Medicine scientists have developed a new experimental method to analyze conformational fluctuations in protein ...
IEEE

Adversarial Sim2Real Transfer via Cross-Domain Coupling Networks: A Single-Source Generalization Approach for Bearing Fault Diagnosis

Abstract: In recent years, domain generalization-based fault diagnosis methods have achieved impressive results. Most existing methods extract common diagnostic knowledge from multiple source domains ...

Confluent Makes it Easier to Build and Secure Real-Time AI at Scale

Confluent Intelligence and Confluent Cloud streamline how real-time, artificial intelligence (AI) applications are built and secured.
IEEE

Position Encoding-Enhanced Adaptive Expansion Graph Attention Network for Anomaly Detection in Multivariate Time Series

Abstract: As cyber–physical systems continue to increase in complexity, multivariate time series exhibit not only intricate temporal patterns within individual variables but also complex intervariable ...
Scientific Research Publishing

A Multimodal Deep Learning Framework for Early Detection, Mood State Classification, and Episode Prediction in Bipolar Disorder ()

Bipolar disorder (BD) affects approximately 45 million individuals worldwide and is characterized by recurrent episodes of mania, hypomania, and depression, with an average diagnostic delay exceeding ...