Results 231 to 240 of about 9,957,911 (333)

Gaussian processes with built-in dimensionality reduction: Applications to high-dimensional uncertainty propagation

Journal of Computational Physics, 2016
Rohit Tripathy, Ilias Bilionis, Marcial Gonzalez   +2 more
semanticscholar   +1 more source

Machine Learning Applied to High Entropy Alloys under Irradiation

Advanced Engineering Materials, EarlyView.
Designing alloys for extreme environments demands fast, trustworthy prediction. This review charts how machine learning—especially machine‐learned interatomic potentials and predictive models based on experiment‐informed datasets—captures the complexity of high‐entropy alloys in extreme environments, predicts phase formation, mechanical properties, and
Amin Esfandiarpour, Sri Tapaswi Nori, Silvia Bonfanti, Mikko Alava, Antoni Wadowski, Wenyi Huo, Łukasz Kurpaska, Michał Pecelerowicz, Jan S. Wróbel   +8 more
wiley   +1 more source

Tissue cartography: compressing bio-image data by dimensional reduction. [PDF]

Nat Methods, 2015
Heemskerk I, Streichan SJ.
europepmc   +1 more source

Alignment-free Visualization of Metagenomic Data by Nonlinear Dimension Reduction [PDF]

, 2014
Cédric C. Laczny, Nicolás Pinel, Nikos Vlassis, Paul Wilmes   +3 more
openalex   +1 more source

Enhancing Corrosion Resistance and Mechanical Strength of 3D‐Printed Iron Polylactic Acid for Marine Applications via Laser Surface Texturing

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, Mojtaba Karamimoghadam, Mohammadreza Lalegani Dezaki, Ali Zolfagharian, Giuseppe Casalino, Antonio Mateo, Mahdi Bodaghi   +6 more
wiley   +1 more source

Three-dimensional reduction and finite element analysis improves the treatment of pelvic malunion reconstructive surgery: A case report. [PDF]

Medicine (Baltimore), 2017
Kurz S, Pieroh P, Lenk M, Josten C, Böhme J.   +4 more
europepmc   +1 more source

X‐Ray Computed Tomography Quantifies Primary Phases and Reveals Crack Morphology in High‐Cycle Fatigue of Aluminum Alloy EN AW‐2618A

Advanced Engineering Materials, EarlyView.
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, Ying Han, Tobias Fritsch, Bardia Hejazi, Alexander Ulbricht, Birgit Skrotzki, Giovanni Bruno   +6 more
wiley   +1 more source

Principal weighted support vector machines for sufficient dimension reduction in binary classification

, 2017
Seung Jun Shin, Yichao Wu, Hao Helen Zhang, Yufeng Liu   +3 more
openalex   +1 more source

Tribology of ZrC Coatings and Spherical Tips Acquired with Extraordinarily Stiff, Metal Atomic Force Microscopy Probes

Advanced Engineering Materials, EarlyView.
In this research, ZrC coatings are evaluated against various counterprobes at the microscale using novel super‐stiff atomic force microscopy cantilevers. The chemical composition of the coating is shown to be an important factor influencing coating hardness and Young's modulus, while surface roughness, counterprobe hardness, and surface energy are the ...
Piotr Jenczyk, Marcin Michałowski, Bogdan Warcholiński, Michał Milczarek, Adam Gilewicz   +4 more
wiley   +1 more source

Linear dimensionality reduction for classification via a sequential Bayes error minimisation with an application to flow meter diagnostics

, 2017
Kojo Sarfo Gyamfi, James Brusey, A. Hunt, Elena Gaura   +3 more
openalex   +2 more sources