Results 171 to 180 of about 243,287 (266)

Revealing Competing Kinetic Pathways in Amphiphilic Pt(II) Complex Self‐Assembly via Deep Learning with Graph Neural Networks

open access: yesAggregate, EarlyView.
GraphVAMPnet, a graph neural network–based deep learning framework, successfully overcomes the permutation challenge in analyzing molecular dynamics trajectories of self‐assembly of PtB complexes. It accurately identifies three slow collective variables and reveals two competing kinetic pathways—incremental and hopping growth—governing Pt(II ...
Zige Liu   +3 more
wiley   +1 more source

Data‐Driven Insights into Rare Earth Mineralization: Machine Learning Applications Using Functional Material Synthesis Data

open access: yesAdvanced Intelligent Systems, EarlyView.
Hydrothermal synthesis records for rare‐earth compounds are repurposed to learn mineralization rules. An extreme gradient boosting model ingests precursors, additives, and engineered descriptors to predict product phases, crystallization temperature, and pH. Feature importance indicates dominant thermodynamic control with kinetic modulation, suggesting
Juejing Liu   +6 more
wiley   +1 more source

Approaches to Enhance Photodynamic Therapy of Lung Cancer: Potential Application of Nanoparticles

open access: yesAdvanced NanoBiomed Research, EarlyView.
Bioactive ligand‐targeted nanocarriers can accommodate functionalization with numerous targeting ligands for effective delivery of photosensitizers (PSs) within targeted photodynamic therapy. Various targeting moieties including peptides, antibodies, carbohydrates, aptamers, proteins, and PS anticancer molecules can be attached to nanomaterials.
Nokuphila Winifred Nompumelelo Simelane   +1 more
wiley   +1 more source

Implantable Drug Delivery Systems for Skeletal Muscles and Eyes

open access: yesAdvanced NanoBiomed Research, EarlyView.
This review highlights the different types of recent implantable drug delivery systems (IDDS) fabricated for a use with skeletal muscles, and with eyes. It presents the developments already made and the current research directions, showing the evolution of IDDS and their great diversity.
Serge Ostrovidov   +8 more
wiley   +1 more source

Emergent Chemical Reactivity and Complexity of RNA Condensates

open access: yesAngewandte Chemie, EarlyView.
RNA condensates capable of substrate enrichment and catalysis modulate their environment. Could this start a catalytic selection loop or evolution? Abstract The RNA world hypothesis posits the existence of life‐like assemblies that consisted mostly of RNA.
Samuel Hauf   +4 more
wiley   +2 more sources

Home - About - Disclaimer - Privacy