We developed UCtracker, a urine DNA methylation–based deep learning model, for noninvasive diagnosis and postoperative surveillance of urothelial carcinoma. UCtracker demonstrates high diagnostic accuracy, robustness at ultralow sequencing depth, early recurrence detection, and dynamic risk‐stratified monitoring of molecular residual disease ...
Shengwei Xiong +19 more
wiley +1 more source
Hydrogen storage capacity planning and system balance analysis based on multi time scale adjustment of demand probability distribution. [PDF]
Jiang K +7 more
europepmc +1 more source
Integration of Reconfigurable p‐Bit and 1R Crossbar Array for Memristive Probabilistic Computing
A memristive probabilistic computing system is demonstrated by integrating stochastic p‐bits based on volatile memristors with a 1R crossbar array encoding interaction weights. The system performs weighted‐sum operations across the array and updates p‐bits iteratively.
Keunho Soh +7 more
wiley +1 more source
Stochastic optimization framework for microgrid energy management integrating electric vehicles, renewable sources, and storage. [PDF]
Ali ZM, Mostafa MH.
europepmc +1 more source
Pattern‐dependent etching is converted into a physical prior for intelligent reconstruction of high‐aspect‐ratio silicon structures. Combining YOLO‐Pose feature extraction with a topography network, the framework retrieves depth, sidewall angle, and scallop texture from minimal destructive observations, enabling accurate cross‐scale metrology and near ...
Shuyan He +4 more
wiley +1 more source
An optimization-embedded simulation approach for quantifying the operational impacts of right-sizing prenatal care. [PDF]
Ghrayeb L, Cohn A, Jiang R, Peahl A.
europepmc +1 more source
HfO2‐based ferroelectrics exhibit wake‐up and fatigue behaviors during electrical cycling, significantly affecting device endurance and reliability. These phenomena are governed by defect dynamics, including oxygen vacancy redistribution and charge trapping.
Hongseok Kim +6 more
wiley +1 more source
Energy management strategies for solar photovoltaic-based EV parking lots with consideration of battery degradation cost. [PDF]
Khan MO +5 more
europepmc +1 more source
NbOx Mott Memristor‐Based Oscillatory P‐trit for Ternary Potts Machine
A ternary Potts machine utilizing NbOx‐based probabilistic trits (p‐trits) is demonstrated for efficient combinatorial optimization. By leveraging the electro‐thermal switching dynamics of NbOx memristors, this architecture generates three‐state stochastic fluctuations.
Hakseung Rhee +10 more
wiley +1 more source
Reinforcement learning-assisted distributionally robust energy management for multi-microgrid networks. [PDF]
Li H +7 more
europepmc +1 more source

