Results 231 to 240 of about 908,779 (266)

SpatialRNA: a Python package for easy application of Graph Neural Network models on single-molecule spatial transcriptomics dataset. [PDF]

Bioinformatics
Lyu R, Vannan A, Kropski JA, Banovich NE, McCarthy DJ.   +4 more
europepmc   +1 more source

Smarter Sensors Through Machine Learning: Historical Insights and Emerging Trends across Sensor Technologies

Advanced Functional Materials, EarlyView.
This review highlights how machine learning (ML) algorithms are employed to enhance sensor performance, focusing on gas and physical sensors such as haptic and strain devices. By addressing current bottlenecks and enabling simultaneous improvement of multiple metrics, these approaches pave the way toward next‐generation, real‐world sensor applications.
Kichul Lee, Osman Gul, Yeongjae Kwon, Jaeseok Jeong, Seokjoo Cho, Jihyeon Ahn, Jehee Yu, Cheolmin Kim, Donho Lee, Hyeonseok Han, Byeongju Lee, Jungrak Choi, Ji‐Hwan Ha, Yongrok Jeong, Kyungnam Kang, Ali Javey, Junseong Ahn, Inkyu Park   +17 more
wiley   +1 more source

MoleculeFormer is a GCN-transformer architecture for molecular property prediction. [PDF]

Commun Biol
Qin M, Sun Z, Feng L, Han C, Xia J, Han L.   +5 more
europepmc   +1 more source

Exciton Binding Energy Modulation in 2D Perovskites: A Phenomenological Keldysh Framework

Advanced Functional Materials, EarlyView.
The intrinsic screening effects are successfully decoupled from structural distortion by rigorously designing a series of 2D perovskites. This enabled us to demonstrate how the dielectric environment modulates the quasiparticle bandgap and exciton binding energy.
Kitae Kim, Namhee Kwon, Sang Woo Park, Wonsik Kim, Seunghwan Kim, Eunki Yoon, Aelim Ha, Donggyu Lee, Young Yong Kim, Jong‐Cheol Lee, Sungho Lee, Junghan Lee, Kyu Hyoung Lee, Yeonjin Yi, Ki‐Ha Hong, Soohyung Park   +15 more
wiley   +1 more source

Struct2GO-Enhanced: Multimodal Graph Attention Improves Protein Function Prediction. [PDF]

J Chem Inf Model
Shi Z, Vo TH, Le NQK, Chua MCH.
europepmc   +1 more source

Multimodal Structural Color Graphics Based on Colloidal Photonic Microdome Arrays

Advanced Functional Materials, EarlyView.
A hybrid photonic system combining colloidal crystals and microscale domes is designed to achieve four switchable optical states via the interplay of Bragg reflection and TIR interference. The graphics composed of the photonic microdome arrays provide tunable, angle‐sensitive structural coloration and concealed‐to‐revealed transitions, offering a ...
Jun‐Gu Kang, Hwan‐Young Lee, Chaerim Son, Hyeonbin Jo, Shin‐Hyun Kim   +4 more
wiley   +1 more source

Rapid Exploration of the Assembly Chemical Space of Molecular Graphs. [PDF]

J Chem Inf Model
Seet I, Patarroyo KY, Siebert G, Walker SI, Cronin L.   +4 more
europepmc   +1 more source

Machine learning for drug-target interaction prediction: A comprehensive review of models, challenges, and computational strategies. [PDF]

Comput Struct Biotechnol J
Ahmad B, Ouahada K, Hamam H.
europepmc   +1 more source

MoAGNN: a multi-omics hierarchical graph neural network for subtype classification and prognosis prediction in lung adenocarcinoma. [PDF]

Brief Bioinform
Lin CP, Ho YJ, Chiu YP, Tang Y, Paik YS, Chen GT, Huang WC, Lee TY.   +7 more
europepmc   +1 more source

Multi-Solvent Graph Neural Network for Reduction Potential Prediction Across the Chemical Space. [PDF]

J Chem Inf Model
Fedorov R, Nihei A, Gryn'ova G.
europepmc   +1 more source