Supporting AI Readiness Through Digital Workflows in Materials Science
Digitalization drives innovation in materials science by connecting data silos and turning heterogeneous processes into reusable research pipelines. Across 13 MaterialDigital projects, digital workflows reveal complementary pathways toward AI‐ready materials research, founded on structured data, persistent artifacts, executable orchestration, and ...
Marian Bruns +67 more
wiley +1 more source
The double-edged sword of rotational shift work: a qualitative study of worker perceptions in Saudi Arabia. [PDF]
Algarni MA, Maash OA.
europepmc +1 more source
FastNano Liquid: An Automated Platform for Small‐Angle X‐ray Scattering‐Based Materials Discovery
We present FastNano Liquid, an automated small‐ and wide‐angle X‐ray scattering platform for the combined synthesis and characterization of (nano)materials. The platform is coupled to varied reactor workflows for both in situ studies of reaction kinetics and ex situ screening of synthesis conditions to support machine learning‐guided exploration ...
Pierre‐Baptiste Flandrin +16 more
wiley +1 more source
Procurement architecture as a determinant of rehabilitation system performance: insights from Ukraine's prosthetics sector. [PDF]
Sullivan A, Golyk V, Quinn ME, Karpov O.
europepmc +1 more source
This study proposes a potential device design for joint cartilage replacement. Silica‐polytetrahydrofuran (SiO2‐PolyTHF) hybrids with customizable mechanical properties were developed to mimic the characteristics of a natural meniscus. These were synthesized through a two‐pot sol–gel hybrid process.
Yu‐Chien Lin +12 more
wiley +1 more source
The biological state hypothesis: biological state as a systems-level constraint on human adaptive capacity. [PDF]
Gallo López A.
europepmc +1 more source
Emissions and Cost Trade-Offs of Time-Matched Clean Electricity Procurement under Interannual Weather Variability: A Case Study of Hydrogen Production. [PDF]
Giovanniello MA, Mallapragada DS.
europepmc +1 more source
Hydrogen-Based Long-Duration Energy Storage: Technologies, System Integration, and Techno-Economic Performance. [PDF]
Haggam RA +4 more
europepmc +1 more source
Online Scheduling and the Digital Front Door to Unequal Care. [PDF]
Joo JH, Wu CL, Liao JM.
europepmc +1 more source

