In Situ Contact Angle Measurement for Autonomous Spin Coating in Self‐Driving Labs
A vision‐based add‐on transforms commercial spin coaters into autonomous modules of Self‐Driving Labs. Combining a width‐scaled U‐Net with classical geometric analysis, the system simultaneously measures contact angles and estimates substrate pose using a single camera.
Sven Fischer, Micha Hiegle, Holger Röhm
wiley +1 more source
Interfacial Characteristics and Mechanical Properties of TiAl4822/Ti6Al4V Metal-Intermetallic Laminate Composite Prepared Through Vacuum Hot Pressing. [PDF]
Qin J, Zhang S, Ma Z, Lu B.
europepmc +1 more source
Materials Representation Learning Based on a Material–Motif Network and Heterogeneous Graphs
Structure motifs in materials are used to construct a bipartite material–motif network that links each material to its constituent motifs and establishes connectivity among materials sharing common motifs. Network analysis reveals material clusters associated with different functional applications and supports motif‐guided screening of materials.
Anoj Aryal +3 more
wiley +1 more source
Welding Techniques for Magnesium Alloy Joints: A Comprehensive Review. [PDF]
Poliak M +6 more
europepmc +1 more source
Recent advances in TiO2 modification strategies: structure regulation and composite engineering for improved activity and functionality. TiO2 has emerged as a pivotal catalyst for enhancing MgH2, a high‐capacity solid‐state hydrogen storage material, owing to its structural versatility.
Xiaopeng Chu +10 more
wiley +1 more source
Effect of Rare-Earth Element Microdoping on Ti-6Al-7Nb Alloys for Biomedical Applications: Materials Characterization and In Vivo Biocompatibility Tests. [PDF]
Anokhin A +9 more
europepmc +1 more source
Crystal Structure Prediction of Inorganic Materials: A Benchmark and Modern Evaluation
Predicting a crystal’s structure from composition alone is a long‐standing challenge in materials discovery. The CSP180 benchmark of 180 inorganic crystals evaluates thirteen crystal structure prediction algorithms requiring no density functional theory (DFT) against DFT‐based baselines across twelve metrics.
Lai Wei +9 more
wiley +1 more source
Exploring the structural, elastic, electronic and thermal properties of Ti-Al-Me (Me = Cu, Fe and Ni) alloys by first-principles studies. [PDF]
Song Y +5 more
europepmc +1 more source
Artificial Intelligence for Advanced Functional Materials: Progress and Emerging Frontiers
Artificial intelligence is transforming the discovery of functional materials by linking synthesis, characterization, simulation, and design in unified workflows. Advances in machine learning, autonomous experimentation, and foundation models are accelerating innovation across energy, electronics, and biomedicine, while revealing new frontiers for ...
Cristiano Malica +38 more
wiley +1 more source
Insight into the heterogeneous nucleation mechanism of Ti<sub>3</sub>AlC<sub>2</sub>/Mg interface doped with alloying elements by using first principle calculation. [PDF]
Wang M +6 more
europepmc +1 more source

