Results 161 to 170 of about 4,654,918 (291)

Numerical Simulation of Laser Cladding Using Cable Wires. [PDF]

Materials (Basel)
Liu W, Guo X, Jiang K, Liu J, Peng Z, Lu X, Zhang J, Cai Z, Wu D, Xu Y, Yan B.   +10 more
europepmc   +1 more source

Machine Learning‐Supported Analysis for Predicting and Visualizing Nonlinear Relationships Between Material Properties in Electroplated Chromium Layers

Advanced Engineering Materials, EarlyView.
This study applies machine learning regression to predict chromium layer thickness in decorative trivalent chromium electroplating, using 441 experiments from laboratory‐scale (1L) and pilot‐scale (14L) setups. Tree‐based models, particularly CatBoost, outperformed linear regression by capturing nonlinear parameter interactions (R2$R^2$ up to 0.77 ...
Christoph Baumer, Christopher Mai, Luca Eisentraut, Andreas Bund, Ricardo Buettner   +4 more
wiley   +1 more source

Numerical simulation of efficient fully 2D-stacked perovskite photovoltaics using Ruddlesden-Popper/dichalcogenide heterojunctions. [PDF]

RSC Adv
Kareem M, Abdullah M, Raj PB, Narayan Sahu B, Sundharam S, Kumar S.   +5 more
europepmc   +1 more source

Influence of Scan Strategies in Electron Beam Powder Bed Fusion on Solidification, Microstructure, and High‐Temperature Compressive Properties of γ′‐Strengthened Inconel 738LC

Advanced Engineering Materials, EarlyView.
Experiments and thermophysical simulations were conducted to investigate the electron beam powder bed fusion electron beam (PBF‐EB/M) process for the γ′‐strengthened nickel‐based superalloy Inconel 738LC. The results demonstrate the impact of process‐induced microstructural variations on high‐temperature mechanical behavior, providing a basis for ...
Jan Niklas Petenati, Karthik Kumar Banku, Prasanth Bondi, Ivan Zhirnov, Yangyiwei Yang, Gordon Schmidt, Jürgen Christen, Georg Hasemann, Manja Krüger, Bai‐Xiang Xu, Bilal Gökce, Silja‐Katharina Rittinghaus   +11 more
wiley   +1 more source

Asymmetric Flow Dynamics in a Pneumatically Actuated Polydimethylsiloxane (PDMS) Micropump: Numerical Simulation and Experimental Validation. [PDF]

Micromachines (Basel)
Hsu PP, Lin JL.
europepmc   +1 more source

New AI‐Assisted Approach for Expanding the Solution Space: Application to Lattice Structure Design

Advanced Engineering Materials, EarlyView.
This work introduces an innovative framework for designing structured materials by ex panding the design space through reparameterization of qualitative variables into continuous structural descriptors. Combined with machine‐learning‐based prediction and multi‐objective optimization, the approach enables the discovery of novel lattice architectures ...
G. H. Gahimbare, Y. Beideler, D. Chune, R. De Guio, T. Roland, H. Chibane   +5 more
wiley   +1 more source

PROGRESS IN NUMERICAL SIMULATION OF MOLD FILLING IN RTM

, 2015
This paper introduces flow patterns,flow models and numerical simulation methods of mold filling in RTM. We also discuss necessary hypothesis,boundary conditions and numerical computation methods in different simulation cases.
Zhao Junli, Xu Zihang, Qi Wen, Liu Dong
core  

Theoretical modeling and numerical simulation of a light-field detector for x-ray differential phase contrast imaging. [PDF]

Med Phys
Tan Y, Zhu J, Zhang X, Zheng H, Liang D, Ge Y.   +5 more
europepmc   +1 more source

DigiChrom: A Domain Ontology for Semantic Representation of Trivalent Chromium Platings and Its Large Language Model‐Based Alignment With Multiple Mid‐Level Ontologies

Advanced Engineering Materials, EarlyView.
Digitalizing electroplating requires both domain knowledge and interoperability. This work introduces PlatOn, a domain ontology for trivalent chromium plating and coating characterization, and a hybrid pipeline that aligns it to a mid‐level reference ontology by combining eight similarity metrics with language model reasoning. Expert‐validated mappings
Janik Harter, Elena Garcia Trelles, Christoph Schweizer, Thomas Seifert, Christoph Baumer, Mahmoud Elkady, Katja Feige, Daniel Grimme, Edgar Hoffmann, Andreas Waibel, Anke Walter   +10 more
wiley   +1 more source

Experimental and Numerical Simulation Study of the Main Controlling Factors of Borehole Stability with Different Coal Physical Properties. [PDF]

ACS Omega
Li X, Lou H, Li Z, Heng S, Zhang X, Zhang S, Li Q, Zhu J.   +7 more
europepmc   +1 more source