Machine Learning‐Assisted Inverse Design of Soft and Multifunctional Hybrid Liquid Metal Composites
A machine learning framework is presented for inverse design of synthesizable multifunctional composites containing both liquid metal and solid inclusions. By integrating physics‐based modeling, data‐driven prediction, and Bayesian optimization, the approach enables intelligent design of experiments to identify optimal compositions and realize these ...
Lijun Zhou +5 more
wiley +1 more source
Biomass carbon removal can help sustainable aviation fuels achieve on-time arrival. [PDF]
Langholtz M +12 more
europepmc +1 more source
Controlling the exposed crystal facet of shape‐controlled Au‐Pd core‐shell catalysts though colloidal synthesis enhances their catalytic performance in the industrially relevant selective hydrogenation of butadiene. ABSTRACT Selective hydrogenation of butadiene is a critical step in purification of alkene feedstocks for polymer production and is ...
Marta Perxés Perich +3 more
wiley +1 more source
Atlantic sediments reveal interacting environmental and physiological controls on coccolithophore calcite production. [PDF]
González-Lanchas A +5 more
europepmc +1 more source
Orbital Geometry‐Governed Response of Pressure‐Tunable Quantum Defects in hBN
Defects in hBN act as ultrasensitive quantum manometers when the energy of the intradefect optical transitions is modified by lattice compression. The orbital geometry of the electron wave functions governs how electron hopping and Coulomb interactions react uniquely to the reduction of the van der Waals gap and in‐plane compression, leading to robust ...
Magdalena Grzeszczyk +6 more
wiley +1 more source
Fixing carbon credits requires a new financing model. [PDF]
Probst BS, Egli F.
europepmc +1 more source
Wood outlasts graphite: revolutionary birch biomass-based carbon anodes for long-life lithium-ion batteries. [PDF]
Simoes Dos Reis G +4 more
europepmc +1 more source
Organic Solvent-Free and Emulsion Self-Templating Synthesis of 3D Macroporous SiO<i><sub>x</sub></i>/C@C for Durable Lithium-Ion Battery Anodes. [PDF]
Zong J, Si K, Li J, Wang X, Zhang X.
europepmc +1 more source
Fabrication and Electrocatalytic Activity of Fe-Cu/C Composites Based on Copper Ferrite Modified with Graphene Oxide and Graphitic Carbon Nitride. [PDF]
Vissurkhanova YA +3 more
europepmc +1 more source

