Brooks Instrument Launches Non-Invasive Clamp-On Flow Meter With Integrated EtherNet/IP for Bioprocessing

HATFIELD, Pa., Jan. 14, 2026 — Brooks Instrument, a world leader in advanced fluid measurement and control technologies, has introduced a new, non-invasive clamp-on ultrasonic flow meter with EtherNet ...
IEEE

Make Gating Fairer: Fault Attribute-Driven Bias Calibration for Generalized Zero-Shot Industrial Fault Diagnosis

Abstract: Generalized zero-shot diagnosis (GZSD) for industrial processes has gained increasing attention as it aims to diagnose both seen and unseen faults based on fault attributes. Nevertheless, ...
GitHub

AD-DINOv3: Enhancing DINOv3 for Zero-Shot Anomaly Detection with Anomaly-Aware Calibration

Zero-Shot Anomaly Detection (ZSAD) seeks to identify anomalies from arbitrary novel categories, offering a scalable and annotation-efficient solution. Traditionally, most ZSAD works have been based on ...
IEEE

M 3 TQA: Multi-View, Multi-Hop and Multi-Stage Reasoning for Temporal Question Answering

Abstract: Knowledge Graph (KG) have attained notable triumph over Question Answering (QA) tasks. However, the presence of temporal constraints on numerous facts within the real world has sparked ...