Deep learning‐based denoising models are applied to DNA data storage systems to enhance error reduction and data fidelity. By integrating DnCNN with DNA sequence encoding methods, the study demonstrates significant improvements in image quality and correction of substitution errors, revealing a promising path toward robust and efficient DNA‐based ...
Seongjun Seo +5 more
wiley +1 more source
Occupational Exposure to Volatile Organic Compounds in Polyurethane Foam Production-Concentration, Variability and Health Risk Assessment. [PDF]
Reindl AR +3 more
europepmc +1 more source
Chat computational fluid dynamics (CFD) introduces an large language model (LLM)‐driven agent that automates OpenFOAM simulations end‐to‐end, attaining 82.1% execution success and 68.12% physical fidelity across 315 benchmarks—far surpassing prior systems.
E Fan +8 more
wiley +1 more source
Use of SEM-PLS analysis to predict sports injuries in professional football players through warehouse technology data. [PDF]
Cheng F, Al-Hashimy HNH, Yao J.
europepmc +1 more source
A low‐cost, self‐driving laboratory is developed to democratize autonomous materials discovery. Using this "frugal twin" hardware architecture with Bayesian optimization, the platform rapidly converges to target lower critical solution temperature (LCST) values while self‐correcting from off‐target experiments, demonstrating an accessible route to data‐
Guoyue Xu, Renzheng Zhang, Tengfei Luo
wiley +1 more source
Quality Assessment and Prediction of Peanut Storage Life Based on Deep Learning. [PDF]
Zhou Y +5 more
europepmc +1 more source
Evolution of Physical Intelligence Across Scales
By following the evolution of physical intelligence across scales, this article shows how intelligence arises from materials, structures, physical interactions, and collectives. It establishes physical intelligence as the evolutionary foundation upon which embodied intelligence is built.
Ke Liu +7 more
wiley +1 more source
Psychiatric Medications Procurement at Primary Health Centers (PHCs) in Tumkur: Insights from an Effectiveness Implementation Hybrid Randomized Controlled Trial on Mental Health Tele-mentoring of Primary Care Doctors (PCDs). [PDF]
Hegde PR +10 more
europepmc +1 more source
Two‐photon polymerization enables high‐resolution microfabrication, but performing alignment when printing multiple structures is difficult. Here, we present a fast, robust, and open‐source protocol for automated alignment on Nanoscribe systems. Achieving ≈0.4 μm accuracy in under 5 s, our protocol reduces time and error in multimaterial printing. This
Daniel Maher +4 more
wiley +1 more source
Patient-reported outcome and experience measures in primary care: a scoping review of systematic collection and use. [PDF]
Kendir C +5 more
europepmc +1 more source

