A hybrid approach of deep learning to forecast financial performance: from unsupervised to supervised [PDF]
Jiadong Teng
openalex +1 more source
This review explores recent advances in digital micromirror device (DMD)‐based lithography, focusing on its programmable light modulation, multi‐material compatibility, and dimensional patterning strategies. It highlights innovations from optical system design to materials integration and multifunctional applications, positioning DMD lithography as a ...
Yubin Lee +5 more
wiley +1 more source
A self-supervised learning method for detection of retinitis pigmentosa and Stargardt disease. [PDF]
Karimi A +10 more
europepmc +1 more source
Advanced Design for Weakly Coupled Resonators by Automatic Active Optimization
An Automatic Active Optimization (AAO) strategy integrates machine learning predictors and genetic algorithms in a closed‐loop workflow. By iteratively expanding its dataset with new discoveries, AAO overcomes the limits of conventional methods. This approach finds superior microstructural designs beyond the initial sample space. We demonstrate this on
Wei Yue +8 more
wiley +1 more source
Similarity-guided swarm of models: enhancing semi-supervised learning in computational pathology. [PDF]
Weng Z +9 more
europepmc +1 more source
Printed 2.5D‐Microstructures with Material‐Specific Functionalization for Tunable Biosensing
The 2.5D‐MiSENSE platform integrates a microstructured biosensor with an in‐line milking pipeline to enable real‐time detection of mastitis biomarkers during active milk flow. The system uses a 2.5D microengineered surface and patterned electrodes to enhance milk–sensor interaction.
Matin Ataei Kachouei +2 more
wiley +1 more source
Hybrid Unsupervised-Supervised Learning Framework for Rainfall Prediction Using Satellite Signal Strength Attenuation. [PDF]
Laon P +6 more
europepmc +1 more source
Self-Supervised Hypergraph Learning for Enhanced Multimodal Representation [PDF]
Hongji Shu +4 more
openalex +1 more source
Cold-start Active Learning through Self-supervised Language Modeling [PDF]
Michelle Yuan +2 more
openalex +1 more source

