A new data‐efficient framework combining DFT calculations, a neural network model, and automated graph analysis of catalytic reaction networks is proposed and applied to CO2 hydrogenation on transition metal nanoparticles. The analysis shows how efficient C2 oxygenate production requires a balance between CHx formation, C–C coupling, protonation, and ...
Mikhail V. Polynski, Sergey M. Kozlov
wiley +1 more source
Asterinides sp. an endemic stygobitic seastar from an anchialine cave and its interactions among prokaryotic communities. [PDF]
Solís-Marín FA +5 more
europepmc +1 more source
Entropy Decoding the Fundamental Law of Phase Competition in Glass Formation
We validate the integration of intermetallic and eutectic phases as initial phases for composition design. The phase competition mechanism in glass formation is quantitatively clarified based on the melting entropy of competing phases. Glass‐forming ability is modulated by tuning phase competition via the melting entropy of initial phases.
Benke Huo +7 more
wiley +1 more source
Aerobiology and Environmental Zonation in Gypsum Caves: A Comparative Study of Culturing and NGS Approaches. [PDF]
Martin-Pozas T +5 more
europepmc +1 more source
Lessons From Drug Discovery for Cryoprotective Agent Design: An AI‐Oriented Perspective
Cryoprotectant design is reframed through the lens of drug discovery as a multiparameter optimization problem. This perspective highlights how AI and systematic design strategies could enable safer, more effective cryoprotectants, while identifying key limitations that currently constrain predictive progress in cryobiology. ABSTRACT Cryopreservation is
Dominika Wilczok +4 more
wiley +1 more source
Acoustics of karst tourist caves: a case study in Guizhou Province, China. [PDF]
Zhao W +5 more
europepmc +1 more source
Viral diversity, ecological interconnectedness, and the identification of mammalian chuviruses in Australian microbats. [PDF]
Ortiz-Baez AS +5 more
europepmc +1 more source
Notes on Sarawak (Malaysian Borneo) land snails (Mollusca, Gastropoda, Pulmonata): Thirteen new species, a new genus and a first record of an introduced species. [PDF]
Vermeulen JJ +3 more
europepmc +1 more source

