Results 241 to 250 of about 8,566 (306)

Foundational Machine‐Learning Interatomic Potential for Simulating Chemically Complex Ni‐Based Superalloys

Advanced Engineering Materials, EarlyView.
We apply a foundational machine‐learning interatomic potential based on the graph atomic cluster expansion (GRACE) to simulate the commercial Ni‐based single‐crystal superalloy CMSX‐4. Hybrid Monte‐Carlo/molecular dynamics sampling resolves short‐range order in the γ phase and L12 sublattice occupancies in the γ’ phase and connects them to stacking ...
Aditya Vishwakarma, Sarath Menon, Fritz Körmann, Thomas Hammerschmidt, Ralf Drautz   +4 more
wiley   +1 more source

A multisource dataset for anomaly detection and fault prediction in urban water distribution networks. [PDF]

Sci Data
Babela J, Munk M, Munkova D.
europepmc   +1 more source

Catalytically Enhanced Near Room‐Temperature Hydrogen Sensing Using Pd‐ZnO Colloidal Crystals

Advanced Functional Materials, EarlyView.
Pd‐decorated ZnO colloidal crystal monolayers demonstrate excellent performance across a wide hydrogen concentration range at 33°C, with high selectivity and reproducible device fabrication. The sensors show strong responses even at low‐ppm H2 concentrations and an ultra‐low detection limit of 82 ppb, indicating their suitability for diverse hydrogen ...
Hamidah Alluhaybi, Samuel J. Ippolito, Chung Kim Nguyen, Durairaj Mahendiran, Michelle J. S. Spencer, Edwin L. H. Mayes, Billy James Murdoch, Jason Choi, Shamali De Silva, James Tardio, Adrian Trinchi, Ahmad E. Kandjani, Mohammad Al Kobaisi, Ylias Sabri   +13 more
wiley   +1 more source

BRICK-Automated Virtual Temperature Sensors for Sensor Fault Detection, Isolation, and Discrimination in Smart-Building HVAC Systems. [PDF]

Sensors (Basel)
Chahine K, Noura HN.
europepmc   +1 more source

Multi-sensor observer-based residual learning with Auto-Permutation Feature Importance for fault diagnosis of multistage centrifugal pumps under variable pressures. [PDF]

Sci Rep
Ullah S, Siddique MF, Kim JM.
europepmc   +1 more source

Vibration-based bearing fault diagnosis in noisy conditions using matrix pencil mean frequency and multilayer perceptron neural networks. [PDF]

PLoS One
Laib A, Ouagueni F, Herizi A, Djeriou S, Ahmed H, Chedjara Z, Dahmane S.   +6 more
europepmc   +1 more source

Multi-Scale CNN-LSTM for Short-Circuit Fault Diagnosis of Shipboard Power System. [PDF]

Sensors (Basel)
Chen X, You K, Dai X.
europepmc   +1 more source

FG-DeformT: Grouped Deformable Temporal Modeling for Flight-Level Aircraft Anomaly Detection. [PDF]

Sensors (Basel)
He Y, Lu Z, Deng Y, Wang D.
europepmc   +1 more source

Machine Learning-Based Prediction of Stacking Fault Energy in High-Manganese Steels: A Comparative Study of Ensemble and Kernel Methods. [PDF]

Materials (Basel)
Tiwari S, Heo SJ, Park N.
europepmc   +1 more source