This work establishes a correlation between solvent properties and the charge transport performance of solution‐processed organic thin films through interpretable machine learning. Strong dispersion interactions (δD), moderate hydrogen bonding (δH), closely matching and compatible with the solute (quadruple thiophene), and a small molar volume (MolVol)
Tianhao Tan, Lian Duan, Dong Wang
wiley +1 more source
Construction of a Theoretical Framework for Scientific Data Governance. [PDF]
Qiu Y, Hu Z.
europepmc +1 more source
Topology‐Aware Machine Learning for High‐Throughput Screening of MOFs in C8 Aromatic Separation
We screened 15,335 Computation‐Ready, Experimental Metal–Organic Frameworks (CoRE‐MOFs) using a topology‐aware machine learning (ML) model that integrates structural, chemical, pore‐size, and topological descriptors. Top‐performing MOFs exhibit aromatic‐enriched cavities and open metal sites that enable π–π and C–H···π interactions, serving as ...
Yu Li, Honglin Li, Jialu Li, Wan‐Lu Li
wiley +1 more source
LOINC implementation approaches in academic medical research centers - results from a survey of CTSA sites. [PDF]
Richesson RL +3 more
europepmc +1 more source
Protocol for an observational study of working conditions and musculoskeletal health in Swedish online retail warehousing from the perspective of sex/gender and place of birth. [PDF]
Jackson JA +3 more
europepmc +1 more source
Building an artificial intelligence and digital ecosystem: a smart hospital's data-driven path to healthcare excellence. [PDF]
Chow W +10 more
europepmc +1 more source
Future directions in combating outbreaks at CEPI Centralized Laboratory Network. [PDF]
Azizi A +3 more
europepmc +1 more source
Presenting a Framework to Professionalize Health Supply Chain Management. [PDF]
Brown AN +6 more
europepmc +1 more source
Elevating Smart Manufacturing with a Unified Predictive Maintenance Platform: The Synergy between Data Warehousing, Apache Spark, and Machine Learning. [PDF]
Su N, Huang S, Su C.
europepmc +1 more source

