Beyond Order: Perspectives on Leveraging Machine Learning for Disordered Materials
This article explores how machine learning (ML) revolutionizes the study and design of disordered materials by uncovering hidden patterns, predicting properties, and optimizing multiscale structures. It highlights key advancements, including generative models, graph neural networks, and hybrid ML‐physics methods, addressing challenges like data ...
Hamidreza Yazdani Sarvestani +4 more
wiley +1 more source
Can complement activation be the missing link in antiphospholipid syndrome? [PDF]
Venturelli V +5 more
europepmc +1 more source
Factors Affecting Complement Activation by Staphylococcus aureus Cell Walls, Their Components, and Mutants Altered in Teichoic Acid [PDF]
Brian J. Wilkinson +2 more
openalex +1 more source
Laser surface texturing significantly improves the corrosion resistance and mechanical strength of 3D‐printed iron polylactic acid (Ir‐PLA) for marine applications. Optimal laser parameters reduce corrosion by 80% and enhance tensile strength by 25% and ductility by 15%.
Mohammad Rezayat +6 more
wiley +1 more source
Intraocular complement activation is independent of systemic complement activation and is related to macular vascular remodelling in retinal vein occlusion. [PDF]
Liu H +9 more
europepmc +1 more source
Influence of surface modulations by enzymes and monoclonal antibodies on alternative complement pathway activation by Yersinia enterocolitica [PDF]
Elmar Wächter, Volker Brade
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The share of technical thermoplastics is expected to grow further in the e‐mobility segment. In this study, a detailed temperature‐based tribological characterization of technical thermoplastics is performed. The tribological properties are discussed in terms of the dynamic mechanical properties of polymers at different ambient temperatures. A proof of
Harsha Raghuram +2 more
wiley +1 more source
Review: assessment of complement activation in clinical immunology laboratories: time for reappraisal? [PDF]
Mark Peakman +2 more
openalex +1 more source
Primary phases and a fatigue crack are studied in a forged blank of an aluminum alloy using synchrotron and laboratory X‐ray computed tomography. To image the crack, the fatigue test is interrupted, and a static tensile load is applied to open the crack.
Jakob Schröder +6 more
wiley +1 more source
Editorial: NETosis, complement activation and pattern recognition at the intersection of inflammatory disorders. [PDF]
Das N, Rai G, Madan T, Kishore U.
europepmc +1 more source

