Predictive models successfully screen nanoparticles for toxicity and cellular uptake. Yet, complex biological dynamics and sparse, nonstandardized data limit their accuracy. The field urgently needs integrated artificial intelligence/machine learning, systems biology, and open‐access data protocols to bridge the gap between materials science and safe ...
Mariya L. Ivanova +4 more
wiley +1 more source
Prediction‐Guided Two‐Step Solid‐State Exploration of Unknown Pseudo‐Ternary Oxides
Prediction‐guided selection combined with two‐step solid‐state exploration enables efficient search of unknown pseudo‐ternary oxides. Broad robotic slurry screening followed by manual single‐phase isolation leads to the discovery of a new oxide, Ba5SnV6O22, showing how data‐guided experiments connect unexplored composition regions to new materials ...
Hiroyuki Hayashi
wiley +1 more source
Design of PMMA-Cotton Composite Textile with Tunable Properties via a Physics-Aware Bidirectional Neural Network Framework. [PDF]
Krishnamurthy RJ, Szypula MM, Milani AS.
europepmc +1 more source
Matrix‐assisted laser desorption/ionization imaging‐based identification of reliable small molecule markers across heterogeneous glioblastoma cohorts is challenging with intensity‐only methods. We present spatially informed feature selection (SIFS), a spatially informed framework that prioritizes molecules consistently colocalizing with histopathology.
Shad A. Mohammed +15 more
wiley +1 more source
In Situ Calcium Carbonate Mineralization of Mycelium Composites: Processing Challenges and Physical-Mechanical Property Implications. [PDF]
Akromah S, Chandarana N, Eichhorn SJ.
europepmc +1 more source
The Effect of Drying Methods on the Pore Structure of Balsa Wood Aerogels. [PDF]
Yin M, Fu Z, Yu X, Wang X, Lu Y.
europepmc +1 more source
Linking hydraulic strategy, drought response and carbon gain in co-existing savanna tree species. [PDF]
Wigley BJ +4 more
europepmc +1 more source
Effects of caffeine and tannin treatments on biodegradation resistance and fire retardancy of oriented strand board (OSB) panels. [PDF]
López-Gómez YM +4 more
europepmc +1 more source
Comparing substrates for mycelium-based composite insulation materials with thermal and environmental assessment. [PDF]
Wildman J, Cascione V, Henk D, Shea A.
europepmc +1 more source

