Unleashing the Power of Machine Learning in Nanomedicine Formulation Development
Advanced Functional Materials, EarlyView.A random forest machine learning model is able to make predictions on nanoparticle attributes of different nanomedicines (i.e. lipid nanoparticles, liposomes, or PLGA nanoparticles) based on microfluidic formulation parameters. Machine learning models are based on a database of nanoparticle formulations, and models are able to generate unique solutions
Thomas L. Moore +7 more
wiley +1 more source
Implicit Solutions of the Electrical Impedance Tomography Inverse Problem in the Continuous Domain with Deep Neural Networks. [PDF]
Entropy (Basel), 2023 Strauss T, Khan T.
europepmc +1 more source
Advanced Functional Materials, EarlyView.Epitaxial piezoelectric α‐quartz/Si BioNEMS sensors, made using soft chemistry, effectively detect the Chikungunya virus. They have a mass sensitivity of 205 pg Hz−1 in liquid and can detect the virus at a limit of 9 ng mL−1. This development enables high‐frequency mass devices for point‐of‐care testing in healthcare and other electronic applications ...
Raissa Rathar +12 more
wiley +1 more source
Effect of Segmentation Uncertainty on the ECGI Inverse Problem Solution and Source Localization. [PDF]
Comput Cardiol (2010), 2022 Gassa N +10 more
europepmc +1 more source
Inducing Chirality and Chiral Instabilities in Ferrogels with Homogenous Magnetic Fields
Advanced Functional Materials, EarlyView.By pre‐aligning magnetic particles into chains, significant chiral deformations are induced by fixing the base of a cylindrical actuator and applying a homogeneous magnetic field. Subsequent base rotation can drive the system into metastable states. Further rotation or reduction of field strength triggers a chiral instability, characterized by a switch
Francisco J. Vazquez‐Perez +4 more
wiley +1 more source
Investigation of the inverse problem for the Arrhenius equation using the example of thermal degradation of spongin-based scaffolds. [PDF]
Sci Rep, 2023 Żółtowska S +3 more
europepmc +1 more source
Semiclassical inverse spectral problem for elastic Love waves in isotropic media [PDF]
, 2022 Maarten V. de Hoop +3 more
openalex +1 more source
Advanced Functional Materials, EarlyView.The highly anisotropic Fermi surface of bismuth results in variations in magnetotransport properties across different crystallographic directions, which can be characterized by studying microcrystals. To avoid the observed surface melting under room temperature Focused Ion Beam (FIB) irradiation, two low‐temperature FIB fabrication methods are proposed
Amaia Sáenz‐Hernández +6 more
wiley +1 more source
Generalized Solution of Inverse Problem for Ising Connection Matrix on d-Dimensional Hypercubic Lattice. [PDF]
Entropy (Basel), 2022 Kryzhanovsky B, Litinskii L.
europepmc +1 more source
Compressed sensing for inverse problems and the sample complexity of the sparse Radon transform [PDF]
, 2023 Giovanni S. Alberti +3 more
openalex +1 more source