Leveraging transfer learning for accurate estimation of ionic migration barriers in solids. [PDF]
Devi R, Butler KT, Sai Gautam G.
europepmc +1 more source
Endogenous Engineering Reprograms Extracellular Vesicles for Enhanced Therapeutic Function
This review explains how Extracellular vesicles‐producing cells can be endogenously engineered to load therapeutic proteins and nucleic acids. We summarize physiological and genetic strategies that harness native sorting pathways for selective cargo loading.
Jinghui Wang +10 more
wiley +1 more source
Molecule Graph Networks with Many-Body Equivariant Interactions. [PDF]
Mao Z +7 more
europepmc +1 more source
Sustainable Materials Design With Multi‐Modal Artificial Intelligence
Critical mineral scarcity, high embodied carbon, and persistent pollution from materials processing intensify the need for sustainable materials design. This review frames the problem as multi‐objective optimization under heterogeneous, high‐dimensional evidence and highlights multi‐modal AI as an enabling pathway.
Tianyi Xu +8 more
wiley +1 more source
Reactive Machine Learning Interatomic Potentials for Chemistry and Materials Science. [PDF]
Kim J, Cho H, Jeon H, Jung J, Han S.
europepmc +1 more source
Quantum-Electrodynamical Time-Dependent Density Functional Theory Description of Molecules in Optical Cavities. [PDF]
Aklilu Y +3 more
europepmc +1 more source
Multi-objective drug design with a scaffold-aware variational autoencoder. [PDF]
Dong T, You L, Chen CY.
europepmc +1 more source
Prediction of Protein-Ligand Binding Affinities Using Atomic Surface Site Interaction Points. [PDF]
Zator KJ, Storer MC, Hunter CA.
europepmc +1 more source
Multi-View Biomedical Foundation Models for Molecule-Target and Property Prediction. [PDF]
Suryanarayanan P +17 more
europepmc +1 more source

