Explainable Synthesizability Prediction of Inorganic Crystal Polymorphs Using Large Language Models
We utilized LLMs for structure‐based general synthesizability prediction along with their explanations. Fine‐tuned LLMs and LLM‐embedding‐based bespoke ML models showed promising performance compared to the traditional graph‐based bespoke ML models. Furthermore, fine‐tuned LLMs can provide explainability by inferring the reasons for determining the ...
Seongmin Kim+2 more
wiley +2 more sources
Smart interfaces to assist the operator in the context of industry 4.0 with a 5S human-centric approach. [PDF]
Rojas M+4 more
europepmc +1 more source
Lanthanide‐based luminescence nanothermometry holds multifaceted potential for nanomedical applications, yet despite significant research advances, clinical translation of the engineered nanomaterials is still controversial and widely disputed. This is related to crucial nanotoxicological aspects that must be addressed at the preclinical level ...
Simona Premcheska+2 more
wiley +1 more source
Integrating machine learning driven virtual screening and molecular dynamics simulations to identify potential inhibitors targeting PARP1 against prostate cancer. [PDF]
Aldakheel FM, Alduraywish SA, Dabwan KH.
europepmc +1 more source
Editorial: Advanced technology for human movement rehabilitation and enhancement. [PDF]
Zhang L+5 more
europepmc +1 more source
Personalized prediction of esophageal cancer risk based on virtually generated alcohol data. [PDF]
Nfor ON+11 more
europepmc +1 more source
Development of an mPBPK machine learning framework for early target pharmacology assessment of biotherapeutics. [PDF]
Patidar K+4 more
europepmc +1 more source
Research and Prospects of Digital Twin-Based Fault Diagnosis of Electric Machines. [PDF]
Hu J, Xiao H, Ye Z, Luo N, Zhou M.
europepmc +1 more source
Stimuli‐Configuring Anisotropic Soft Architectures towards Dynamic Manipulable Photonics
This review covers stimuli‐responsive liquid crystal micro/nano‐structures, focusing on their properties, advancements, and applications in photonics. It discusses electric, light, temperature, and mechanical stimuli, highlighting innovative applications in optics, sensing, information processing and so on so forth, emphasizing liquid crystal ...
Xiaoqian Wang, Zhi‐Gang Zheng
wiley +1 more source
Bioelectronics with Topological Crosslinked Networks for Tactile Perception
The recent advances in 3 different topological crosslinked networks are summarized, focusing on their assembly methods, structural characteristics, and device performance decoupling. Also, the ionic and electronic transport mechanisms, which provide insights into ionic‐electronic coupling, are elaborated.
Mingqi Ding, Pengshan Xie, Johnny C. Ho
wiley +1 more source