Results 91 to 100 of about 1,504 (304)

Structure‐Aware Machine Learning for Polymers: A Hierarchical Graph Network for Predicting Properties From Statistical Ensembles

Macromolecular Rapid Communications, EarlyView.
This work presents a structure‐aware graph convolutional network that models polymers as statistical ensembles to predict macroscopic properties. By combining topologically realistic graphs generated via kinetic Monte Carlo simulations with explicit molar mass distributions, the framework achieves high accuracy in classifying architectures and ...
Julian Kimmig, Yannik Köster, Timo Koswig, Punith Raviswamy, Subhash V. S. Ganti, Stefan Zechel, Christopher Kuenneth, Ulrich S. Schubert   +7 more
wiley   +1 more source

Development and Validation of a Consensus Machine Learning–Derived Signature to Predict Survival and Treatment Benefits in Breast Cancer

Medicine Advances, EarlyView.
The consensus machine learning–derived prognostic signature (CMDPS) was developed by integrating 10 independent breast cancer cohorts and 76 algorithm combinations, which identified 19 robust survival‐associated genes. The CMDPS demonstrated superior prognostic performance compared to clinical features and 62 published transcriptome signatures ...
Guangyang Cheng, Zhan Wang, Fu Peng, Shuai Yang, Yudi Xu, Hongzhuo Qin, Run Shi, Zhaokai Zhou   +7 more
wiley   +1 more source

Incremental Model Transformations with Triple Graph Grammars for Multi-version Models [PDF]

, 2023
Matthias Barkowsky, Holger Giese
openalex   +1 more source

New Opportunities For the Integration of Artificial Intelligence With Materials Science: From Large Language Models to Embodied Large Models

Materials Genome Engineering Advances, EarlyView.
This review first introduces the diversified applications of large language models in materials discovery. Subsequently, the evolution of autonomous experimentation platforms empowered by large language models is analyzed. Finally, four key future research interests are proposed to develop embodied large models for driving autonomous experimentation ...
Zhen Song, Yishuai Cai, Yadong Yu, Pan Xiang, Minglong Li, Zhe Liu, Mengyan Dai   +6 more
wiley   +1 more source

Tracing change in the public perception of plants: insights from archives and social media in China

PLANTS, PEOPLE, PLANET, EarlyView.
As urbanization accelerates, historic gardens serve as vital cultural treasures that offer spiritual and cultural support to the public. This study proposes an innovative approach that merges historical records from the Qing Dynasty with contemporary social media data to explore changes in public perceptions of these gardens.
Dong Xu, Pei‐yan Wang, Ya‐nan Li, Nan Hu, Yun‐yuan Li   +4 more
wiley   +1 more source

'Rabo-de-bacalhau' building type morphology: data to a transformation grammar-based methodology for housing rehabilitation

, 2014
Sara Eloy
openalex   +2 more sources

(In)justice in Smart Cities: Barriers and an Integrative Framework for Solution Pathways From a Global Perspective

Sustainable Development, EarlyView.
ABSTRACT Smart city initiatives aim for sustainability and inclusiveness, but recent evidence shows that they often lead to injustices. Although this contradiction has received growing academic attention, a comprehensive understanding of how justice is addressed within smart city practices remains limited.
Md. Nazmul Haque, Emilio Costales, Dominik Beckers, Ayyoob Sharifi, Samar Aad, Luca Mora   +5 more
wiley   +1 more source

Alberti Digital on Portuguese Architecture: Shape Grammar transformations as computational framework to determine the influence of Alberti’s legacy on Portuguese Renaissance churches

, 2014
Bruno Figueiredo
openalex   +2 more sources

Anti‐Globalization Dynamics and Africa's Structural Transformation: Identifying Avoidable Environmental Degradation Thresholds

Sustainable Development, EarlyView.
ABSTRACT This study pursues a dual objective. First, it investigates the unconditional impact of anti‐globalization on structural transformation in Africa. Second, it explores how environmental degradation interacts with anti‐globalization to influence structural transformation. The analysis focuses on 52 African countries over the period 2005–2023. To
Simplice A. Asongu, Ekene ThankGod Emeka
wiley   +1 more source

Pronouns traces of grammar transformation version of government and binding

, 2018
Khairul Paridi
openalex   +2 more sources