Harnessing Machine Learning to Understand and Design Disordered Solids
This review maps the dynamic evolution of machine learning in disordered solids, from structural representations to generative modeling. It explores how deep learning and model explainability transform property prediction into profound physical insight.
Muchen Wang, Yue Fan
wiley +1 more source
An extended cost-effectiveness analysis of decentralised TB diagnostic testing with Molbio Truenat MTB/RIF versus hub-and-spoke GeneXpert MTB/RIF in Mozambique and Tanzania. [PDF]
Bashir S +15 more
europepmc +1 more source
FTGRN introduces an LLM‐enhanced framework for gene regulatory network inference through a two‐stage workflow. It combines a Transformer‐based model, pretrained on GPT‐4 derived gene embeddings and regulatory knowledge, with a fine‐tuning stage utilizing single‐cell RNA‐seq data.
Guangzheng Weng +7 more
wiley +1 more source
P-HUB maximal covering problem and extensions for gradual decay functions
Ana dağıtım üsleri (ADÜ) çoklu dağıtım sistemlerinde akışların toplandığı ve dağıtıldığı özelleşmiş merkezlerdir. ADÜ yer seçimi problemleri, ADÜ yer seçimlerinin yapılmasını ve talep noktalarının ADÜlere atanmasını içermektedir. ADÜ yer seçimi problemlerinin özel bir türü olan p-ADÜ maksimum kapsama problemi, belli bir sayıdaki ADÜ ile belli bir ...
openaire +2 more sources
Intelligent Operator‐Independent Flexibility in Robotic Non‐Destructive Evaluation
Non‐destructive evaluation of high‐value components remains a manufacturing bottleneck due to rigid robotic calibration and fixturing. This study presents a flexible, adaptable system integrating 3D vision and force‐position control with a collaborative KUKA LBR robot. The geometry‐agnostic system enables pose‐independent ultrasonic inspection, detects
Amine Hifi +11 more
wiley +1 more source
The effect of acetyl tributyl citrate on coronary heart disease: a comprehensive computational analysis. [PDF]
Ma X +7 more
europepmc +1 more source
ResearchConnect is an AI‐powered platform that automates researcher profiling, interdisciplinary team formation, and early‐stage research ideation. By extracting keywords from papers and web sources, it quickly clusters researchers into coherent teams and generates collaborative ideas using large language models. Validation on NSF‐funded projects shows
Akshay Vilas Jadhav +2 more
wiley +1 more source
Deubiquitination-related genes define immune subtypes of colorectal cancer and are associated with prognosis and immunotherapy-related signatures. [PDF]
Xu Y, Mo Z, Jiang Q, Pan J, Xu Q, Jia J.
europepmc +1 more source
ABSTRACT Carpenter syndrome type 2 (CRPT2) is a rare autosomal recessive disease mainly characterized by craniosynostosis and polysyndactyly. CRPT2 is the rarer subtype of Carpenter syndrome (CRPTS) and is caused by biallelic variants in the multiple epidermal growth factor‐like domains 8 gene (MEGF8).
Kiana Rashidi +11 more
wiley +1 more source
Exploring the shared gene signatures between rheumatoid arthritis and type 2 diabetes and their implication for drug repositioning on bioinformatics analysis. [PDF]
Qu X +11 more
europepmc +1 more source

