Results 131 to 140 of about 168,653,923 (257)
Multiscale higher-order molecular simplicial complex embedding for drug response prediction. [PDF]
Shen C, Lin G, Hu CS, Luo J.
europepmc +1 more source
Autonomous Folding of Soft Matter From Living Polymers
Origami structures are endowed with “living” polymer creases that grow, remodel, and stiffen in response to nutrient solutions. This post‐fabrication growth enables autonomous folding, iterative regrowth, and mechanical tuning involving origami assemblies, such as cranes, Miura‐ori tessellations, rigid and non‐rigid square‐twist patterns, establishing ...
Jiahe Huang +6 more
wiley +1 more source
Topological deep learning for drug-target interaction, virtual screening, and docking scoring: a practical, benchmark-driven review. [PDF]
Suay-García B, Falcó A.
europepmc +1 more source
Generative Modeling of Complex Network Topologies
This paper investigates the development of a generative model capable of producing realistic and complex network topologies. The core concept revolves around leveraging a Variational Autoencoder (VAE) trained on a dataset of existing real-world networks. By encoding and decoding network structures, the VAE learns a latent space representation, allowing
openaire +1 more source
Additively manufactured triply periodic minimal surface (TPMS) membranes offer an architecture‐driven alternative to hollow fiber bundles in artificial lungs. Multiphysics simulations and endothelialized prototypes show that the 3D‐printable membrane architecture improves gas exchange, blood flow distribution, and hemocompatibility, enabling ...
Michael Pflaum +14 more
wiley +1 more source
Topology Switching in Polymetallic Fragments Governed by Metal Encapsulation. [PDF]
Geue N +5 more
europepmc +1 more source
The transition from cryogenic distillation to polymeric sorbents for light hydrocarbon purification is crucial for energy and environmental sustainability. The polymeric sorbents are engineered to separate gas mixtures based on their specific properties.
Kelechi Festus +9 more
wiley +1 more source
A Generalization of the Ternary Binding Model to Membrane-Confined Systems With Finite Copy Number. [PDF]
Bellout H, Li A, Bottino D, Piatkov K.
europepmc +1 more source
Data‐Driven Materials Science for Energy‐Sustainable Applications
Data‐driven approaches powered by artificial intelligence are transforming materials discovery for energy sustainability. This review examines how auto‐generated high‐quality materials databases and domain‐specific language models accelerate research in photovoltaics, thermoelectrics, batteries and magnetic materials. Applications involve extraction of
Jacqueline M. Cole
wiley +1 more source
Interaction topology theory deciphers multiscale codes of MOF-like materials. [PDF]
Chen D, Liu J, Chen CL, Wei GW.
europepmc +1 more source

