Uncertainty‐Guided Selective Adaptation Enables Cross‐Platform Predictive Fluorescence Microscopy
Deep learning models often fail when transferred to new microscopes. A novel framework overcomes this by selectively adapting the early layers governing low‐level image statistics, while freezing deep layers that encode morphology. This uncertainty‐guided approach enables robust, label‐free virtual staining across diverse systems, democratizing ...
Kai‐Wen K. Yang +9 more
wiley +1 more source
Research on Simulation of Fatigue Crack Growth in LNG Storage Tanks and Prediction of Residual Service Life. [PDF]
Zhang Q, Yi X, Li Z, Zhou W, Liu J.
europepmc +1 more source
Large‐Scale Machine Learning to Screen for Small‐Molecule Senolytics
A consistent workflow underpins all experiments in this study. A dedicated model‐selection dataset first identifies optimal hyperparameters for each algorithm. Models are then trained and rigorously evaluated on independent sets of molecules using the senolytic ratio SR. Comprehensive hyperparameter exploration across SMILES representations, task types,
Alexis Dougha +2 more
wiley +1 more source
MnMR-GenA: a morphological recombination genetic algorithm for jailbreak attacks in low-resource language. [PDF]
Li Y, Wang G, Wang H.
europepmc +1 more source
Inter-site Network Virtualization Orchestrator - Iteration 2
This deliverable will report on the second iteration of the orchestrator mechanism for managing the inter-site network virtualization.
openaire +1 more source
Phase Measuring Deflectometry for Wafer Thin-Film Stress Mapping. [PDF]
Gao Y +5 more
europepmc +1 more source
Developing a Cross-Device Platform for Robotic Systems in Nursing Care: Mixed Methods Feasibility Study. [PDF]
Müller P, Veit R, Hofstetter S, Jahn P.
europepmc +1 more source
An Effective QoS-Aware Hybrid Optimization Approach for Workflow Scheduling in Cloud Computing. [PDF]
Cui M, Wang Y.
europepmc +1 more source
Digital twins in oncology: where we are and where we hope to go. [PDF]
McCoy M.
europepmc +1 more source

