Beyond Order: Perspectives on Leveraging Machine Learning for Disordered Materials
Advanced Engineering Materials, EarlyView.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
Heat Transfer Enhancement of Diamond Rib Mounted in Periodic Merging Chambers of Micro Channel Heat Sink. [PDF]
Micromachines (Basel)Lu X, Wang L, Wang L, Hu Y.
europepmc +1 more source
Heat Transfer Coefficient of Inclined Circular Cylinders due to Free Convection
, 1954 Tameo Tsubouchi +2 more
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Low‐Activation Compositionally Complex Alloys for Advanced Nuclear Applications—A Review
Advanced Engineering Materials, EarlyView.Low‐activation compositionally complex alloys (LACCAs) are advanced metallic materials primarily composed of low‐activation elements, offering advantages such as rapid compliance with operational standards and safe recyclability. This review highlights their potential for extreme high‐temperature irradiation environments as structural materials for ...
Yangfan Wang +8 more
wiley +1 more source
Beyond Thermal Conductivity: A Review of Nanofluids for Enhanced Energy Storage and Heat Transfer. [PDF]
Nanomaterials (Basel)Mirahmad A +4 more
europepmc +1 more source
Closure to “Discussion of ‘Heat Transfer and Pressure Loss in Small Commercial Shell-and-Finned-Tube Heat Exchangers’” (1945, Trans. ASME, 67, p. 681) [PDF]
, 1945 R. M. Armstrong
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Advanced Engineering Materials, EarlyView.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
Improvement in Heat Transfer in Hydrocarbon and Geothermal Energy Coproduction Systems Using Carbon Quantum Dots: An Experimental and Modeling Approach. [PDF]
Nanomaterials (Basel)Villada Y +8 more
europepmc +1 more source
Theoretical heat transfer scaling relationships for fire endurance of reinforced concrete
, 1956 A. F. Robertson, Samuel M Genensky
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