Phase diagram map of ferroelectric properties unlocked with AI in seconds

Researchers from the Hong Kong University of Science and Technology (HKUST) and Tongji University have developed FerroAI, a ...
IEEE

Efficient Encoding and Decoding of Voxelized Models for Machine Learning-Based Applications

Abstract: Point clouds have become a popular training data for many practical applications of machine learning in the fields of environmental modeling and precision agriculture. In order to reduce ...

Machine learning workflow enables faster, more reliable organic crystal structure prediction

Prediction of crystal structures of organic molecules is a critical task in many industries, especially in pharmaceuticals ...
IEEE

GuardianML: Anatomy of Privacy-Preserving Machine Learning Techniques and Frameworks

Abstract: Machine learning has become integral to our lives, finding applications in nearly every aspect of our daily routines. However, using personal information in machine learning applications has ...
Frontiers

Advances in the clinical application of machine learning in acute pancreatitis: a review

Emergency and Critical Care Center, Department of Emergency Medicine, Zhejiang Provincial People’s Hospital, People’s Hospital of Hangzhou Medical College, Hangzhou, Zhejiang, China Traditional ...
C&EN

Machine Learning-Guided Generation of Novel Pseudo-Natural Products: Applications to Accelerate Drug Discovery

Jiangsu Key Laboratory for Functional Substance of Chinese Medicine, School of Pharmacy, Nanjing University of Chinese Medicine, Nanjing 210023, PR China ...
C&EN

Predicting the Optical Properties of Gold Nanoclusters Using Machine Learning Approach

Creative Commons (CC): This is a Creative Commons license. Attribution (BY): Credit must be given to the creator. The synthesis of gold nanoclusters (AuNC) is strongly influenced by various reaction ...
Frontiers

Differential diagnosis of eczema and psoriasis using routine clinical data and machine learning: development of a web-based tool in a multicenter outpatient cohort

Background: Eczema and psoriasis are common chronic dermatoses with overlapping features, making early differential diagnosis difficult. While biopsy is the gold standard, its invasiveness and ...