Uncertainty-aware genomic deep learning with knowledge distillation. [PDF]
Zhou J +4 more
europepmc +1 more source
Poking Pluripotency: Nanoinjection Into Human iPSCs
Nanoinjection into hiPSCs: silicon nanotubes effectively transfect human induced pluripotent stem cells (hiPSCs) with mRNA, enabled by a delayed extracellular matrix application and enhanced surface functionalization. Nanoinjection is demonstrated with several reporter mRNA, including co‐transfection of mCherry and GFP.
Jann Harberts +5 more
wiley +1 more source
Multi-stage knowledge distillation with layer fusion-based deep learning approach for skin cancer classification. [PDF]
Pavel MA +5 more
europepmc +1 more source
Surface‐Capped Protein Nanoparticles for Nonviral Gene Delivery
ABSTRACT Developing simple, safe, and efficient nonviral delivery systems remains a significant challenge in bioengineering. Nanoparticles offer promising gene delivery capabilities with reduced toxicity; however, long‐standing challenges related to effective plasmid encapsulation and delivery exist.
Fjorela Xhyliu +9 more
wiley +1 more source
Development of an Aspen Plus model for catalytic transesterification with different reactor arrangements and kinetic mechanisms. [PDF]
De S, Thokchom AK, Kumar R.
europepmc +1 more source
Self‐Regulating Sodium‐Ion Battery Materials: From Phase Reconstruction to Functional Activation
Self‐regulating sodium‐ion batteries hinge on programmable phase behavior in layered oxides, interphases that renew without growth, and electrolytes that steer solvation and chemistry. This review distills mechanisms into design rules that span composition, site and entropy tuning, and self‐buffering anodes, linking operando evidence to choices and ...
Hong Gao +10 more
wiley +1 more source
Transformable Quadruped Wheelchair: Unified Walking and Wheeled Locomotion via Mode-Conditioned Policy Distillation. [PDF]
Akamisaka A, Nagao K.
europepmc +1 more source
Study of a Novel Bi‐Layered Thermoplastic Polyurethane Patch for Congenital Diaphragmatic Hernia
Large congenital diaphragmatic hernia remains a challenge due to the poor compatibility of current prostheses. To tackle this problem, a bilayer thermoplastic polyurethane patch with tunable mechanical properties is engineered, whose fibrous side supports rapid fibroblast and myoblast colonization, while the smooth film limits adhesions.
Guillaume Leks +14 more
wiley +1 more source
DCRDF-Net: A Dual-Channel Reverse-Distillation Fusion Network for 3D Industrial Anomaly Detection. [PDF]
Wang C, Chen J, Zhang H.
europepmc +1 more source

