Results 231 to 240 of about 173,080 (297)

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

Evaluation of the Emulsification Properties of Marine-Derived Rhamnolipids for Encapsulation: A Comparison with Commercial Surfactants. [PDF]

open access: yesBiomolecules
Gorrieri S   +10 more
europepmc   +1 more source

Robot‐Assisted Measurement of the Critical Micelle Concentration

open access: yesAdvanced Intelligent Systems, Volume 7, Issue 3, March 2025.
The study introduces (SIMO) smart integrator for manual operations, a robotic platform for precise, repeatable determination of (CMC) critical micelle concentration in surfactants. SIMO reduces standard deviation by 80% compared to manual methods. Surfactant, dye, and diluent selection, robotic protocols, and data handling are detailed.
Vincenzo Scamarcio   +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

Semicontinuous Microemulsion Polymerization of Polymeric Nanoparticles of Poly(cyanoacrylates) and Poly(caprolactone). [PDF]

open access: yesMolecules
León-Sánchez G   +6 more
europepmc   +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

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