Results 121 to 130 of about 10,388,998 (324)

Prof. George Whitesides’ Contributions to Self-Assembled Monolayers (SAMs): Advancing Biointerface Science and Beyond

Chemistry
Prof. George Whitesides’ pioneering contributions to the field of self-assembled monolayers (SAMs) have profoundly influenced biointerface science and beyond. This review explores the development of SAMs as highly organized molecular structures, focusing
Tomohiro Hayashi
doaj   +1 more source

weSPOT: a cloud-based approach for personal and social inquiry [PDF]

, 2012
Scientific inquiry is at the core of the curricula of schools and universities across Europe. weSPOT is a new European initiative proposing a cloud-based approach for personal and social inquiry. weSPOT aims at enabling students to create their mashups
Held, Paul, Hetzner, Sonia, Mikroyannidis, Alexander, Okada, Alexandra, Protopsaltis, Aristos, Rusman, Ellen, Scott, Peter, Specht, Marcus, Stefanov, Krassen   +8 more
core   +1 more source

Prompt Engineering Accelerates the Data‐Driven Discovery of Photocatalysts via an LLM‐Based Model Ensemble Strategy

Advanced Science, EarlyView.
This work establishes a pipeline that transforms fragmented literature into a structured database for graphitic carbon nitride photocatalyst discovery. A prompt‐engineered, cross‐model large language model ensemble automates high‐fidelity extraction, enabling interpretable machine learning to identify dominant performance descriptors. These data‐driven
Dianyuan Li, Xichen Sun, Shaohua Sun, Runzhou Wang, Miaomiao Zhang, Meng Xiao, Yue Wang, Yuezhou Zhang   +7 more
wiley   +1 more source

An Interpretable XGBoost Framework for Predicting Oxide Glass Density

Applied Sciences
Accurately predicting glass density is crucial for designing novel materials. This study aims to develop a robust predictive model for the density of oxide glasses and, more importantly, to investigate how physically informed feature engineering can ...
Pawel Stoch
doaj   +1 more source

Peroxidase‐Mimicking Nanozymes for Rapid Detection of Infectious Diseases

Advanced Science, EarlyView.
Peroxidase‐mimicking nanozymes (PMNs) have emerged as robust and versatile materials for rapid infectious disease diagnostics. This review highlights the rational design and controlled synthesis of PMNs, summarizes key biomarkers relevant to infectious diseases, examines their integration into diverse rapid detection platforms, and highlights ...
Shikuan Shao, Victor Fernandez‐Gonzalez, Xiaochuan Wang, Blake Pylipow, Claudia Herrera, Xiaohu Xia   +5 more
wiley   +1 more source

Field-Effect Crystal Engineering in Proton–π-Electron Correlated Systems

Crystals
Dielectric crystals with switchable electric polarizations represent the key functional materials utilized for a broad range of practical applications.
Sachio Horiuchi, Hiromi Minemawari, Jun’ya Tsutsumi, Shoji Ishibashi   +3 more
doaj   +1 more source

Prediction and optimization of epoxy adhesive strength from a small dataset through active learning

Science and Technology of Advanced Materials, 2019
Machine learning is emerging as a powerful tool for the discovery of novel high-performance functional materials. However, experimental datasets in the polymer-science field are typically limited and they are expensive to build. Their size (< 100 samples)
Sirawit Pruksawan, Guillaume Lambard, Sadaki Samitsu, Keitaro Sodeyama, Masanobu Naito   +4 more
doaj   +1 more source

Solid‐Like yet Reconfigurable 3D‐Printed Liquid Tubular Wires From Nonconductive Molecules

Advanced Science, EarlyView.
This work shatters the current reliance of liquid electronics on intrinsically conductive materials by introducing a novel interfacial redox strategy that transforms non‐conductive molecules into high‐performance, 3D liquid tubular wires with solid‐like electrical properties and exceptional reconfigurability. It opens a vast design space for all‐liquid
Yuchen Fu, Weixi Wu, Wei Chen, Jiangang Zhang, Biyu Jin, Sai Zhao, Yu Chai   +6 more
wiley   +1 more source

Prediction of hydrogel swelling states using machine learning methods

Engineering Reports
In the field of material informatics, artificial neural networks (ANNs) contribute to the investigation of the processing‐structure‐properties‐performance relationship of materials.
Yawen Wang, Thomas Wallmersperger, Adrian Ehrenhofer   +2 more
doaj   +1 more source

LECITE: LoRA-Enhanced and Consistency-Guided Iterative Knowledge Graph Construction

Future Internet
Knowledge graphs (KGs) offer a structured and collaborative approach to integrating diverse knowledge from various domains. However, constructing knowledge graphs typically requires significant manual effort and heavily relies on pretrained models ...
Donghao Xiao, Quan Qian
doaj   +1 more source