Physics‐Embedded Neural Network: A Novel Approach to Design Polymeric Materials
Traditional black‐box models for polymer mechanics rely solely on data and lack physical interpretability. This work presents a physics‐embedded neural network (PENN) that integrates constitutive equations into machine learning. The approach ensures reliable stress predictions, provides interpretable parameters, and enables performance‐driven, inverse ...
Siqi Zhan +8 more
wiley +1 more source
Unbounded logarithmic limsup in Erdős Problem 684 via shifted carry scheduling
Ji Ho Bae
openalex +2 more sources
Effects of a 24/48 to 48/96 Shift Schedule Change on Firefighter Sleep and Health: Short-Term Improvements and Six-Month Stability. [PDF]
Billings JM, Jahnke SA.
europepmc +1 more source
A multifunctional HA‐conjugated nanoplatform (HA‐PGMC) integrates CuO2, glucose oxidase, and mil‐100 to enable cascade catalytic ROS generation in tumor microenvironments. This self‐supplying ROS strategy induces immunogenic cell death, reprograms “cold” tumors into “hot” ones, and synergizes with PD‐L1 blockade, achieving potent chemodynamic ...
Man Lung Lee +6 more
wiley +1 more source
Multi-neighborhood simulated annealing for the multi-activity multi-day shift scheduling problem [PDF]
László Kálmán Trautsch +1 more
openalex +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
Commute Burden and Schedule Shifting in a Priced Corridor: Evidence from CTPP and I-66 Tolls
Ananta Sinha
openalex +1 more source
The recent decline in women’s fertility intentions in Canada: The shift in the intention schedule and the puzzle for family policy [PDF]
Benoı̂t Laplante, Julie Blouin
openalex +1 more source
Sleep and well-being before and after a shift schedule change in ICU nurses: an observational study using wearable sensors. [PDF]
Ito-Masui A +8 more
europepmc +1 more source

