Data‐Driven Review and Machine Learning Prediction of Diamond Vacancy Center Synthesis
A machine learning framework is applied to photoluminescence spectra to extract linewidths and uncover how NV, SiV, GeV, and SnV centers evolve with growth and processing conditions. Unified normalization and k‐fold validation reveal cross‐method trends and enable rapid prediction of defect size and fabrication parameters, offering a data‐driven route ...
Zhi Jiang +3 more
wiley +1 more source
Selective control of ligand binding through a distal mutation that alters the protein native ensemble. [PDF]
Dani R +6 more
europepmc +1 more source
This review explores the transformative impact of artificial intelligence on multiscale modeling in materials research. It highlights advancements such as machine learning force fields and graph neural networks, which enhance predictive capabilities while reducing computational costs in various applications.
Artem Maevskiy +2 more
wiley +1 more source
Effective primer design for genotype and subtype detection of highly divergent viruses in large scale genome datasets. [PDF]
Demiralay B, Can T.
europepmc +1 more source
Evaluation of Cement Composites with Heavy Metal-Contaminated Recycled Aggregate: Toward Sustainable Utilization. [PDF]
Turk T +3 more
europepmc +1 more source
Toward a thermodynamic stability order of the phosphorus allotropes. [PDF]
Bonometti L +5 more
europepmc +1 more source
Multi-phase dataset for bulk Ti and the Ti-6Al-4V alloy. [PDF]
Allen CS, Bartók AP.
europepmc +1 more source
Hydrogen Activation via Dihydride Formation on a Rh1/Fe3O4(001) Single‐Atom Catalyst
Deuterium (hydrogen) adsorption on single‐atom Rh1/Fe3O4(001) catalyst does not induce D (H) spillover onto the reducible Fe3O4 support. Instead, a Rh1‐dihydride (Rh−2D or Rh−2H) species forms and D2 or H2desorbs during annealing. ABSTRACT Hydrogen activation is a key elementary step in catalytic hydrogenation.
Chunlei Wang +12 more
wiley +1 more source
Computational modeling for rational design of novel phenoxy tacrine derivatives targeting Alzheimer's disease. [PDF]
El Fadili M +5 more
europepmc +1 more source

