ML Workflows for Screening Degradation‐Relevant Properties of Forever Chemicals
The environmental persistence of per‐ and polyfluoroalkyl substances (PFAS) necessitates efficient remediation strategies. This study presents physics‐informed machine learning workflows that accurately predict critical degradation properties, including bond dissociation energies and polarizability.
Pranoy Ray +3 more
wiley +1 more source
Entanglement swapping through the amplitude damping noise channel. [PDF]
Xing J, Zhang F.
europepmc +1 more source
Performance–Complexity Trade‐Offs in Battery Lifetime Prediction with Task‐Aware Transformers
FAST‐BatPro integrates convolutional feature extraction, flash Attention, and sparse attention for efficient battery lifetime prediction. Using limited early‐cycle data across multiple chemistries and operating conditions, it achieves robust accuracy while reducing inference latency, computational cost, and energy consumption.
Jingyuan Zhao +9 more
wiley +1 more source
A robust deep learning approach for impulse noise filtering using hybrid auto-encoder with fuzzy median filter. [PDF]
Naeem M +6 more
europepmc +1 more source
The diagnostic value of virtual unenhanced spectral CT images in acute pancreatitis: a comparison with true unenhanced images. [PDF]
Wang H +6 more
europepmc +1 more source
Experimental violation of a Bell-like inequality for causal order. [PDF]
Guo Y +10 more
europepmc +1 more source
Morton Code-Based Geometry-Adaptive Surface Reconstruction. [PDF]
Huang Z, Fan R, Miao Y.
europepmc +1 more source
Study on underwater noise characteristics and mechanism of discharge flow from wide-crested weir. [PDF]
Shui Q +5 more
europepmc +1 more source
Self-Information-Driven Gated Graph Convolutional Network for Occluded Person Re-Identification. [PDF]
Guo W, Meng J, Xue Y, Fan Y, Fang Z.
europepmc +1 more source
Noise reduction for ventilation fans.
openaire +1 more source

