Papers citing Machine learning for high-entropy alloys: Progress, challenges and opportunities
Efficient screening of single phase forming low-activation high entropy alloys
Journal of Alloys and Compounds · 2023-12-27
P. S. Ghosh, Kawsar Ali, A. Arya
Read original paper ↗ ·Machine learning – informed development of high entropy alloys with enhanced corrosion resistance
Electrochimica Acta · 2023-12-27
Huseyin Can Ozdemir, Alireza Nazarahari, Bengisu Yılmaz, Demircan Canadinç, E. Bedir, Rifat Yilmaz, Uğur Ünal, Hans Jürgen Maier
Read original paper ↗ ·Accelerated design of L1 2 -strengthened single crystal high entropy alloys based on machine learning and multi-objective optimization
Materials Advances · 2024-01-01
Wenchao Yang, Shunsheng Lin, Qiang Wang, Chen Liu, Jiarun Qin, Jun Zhang
Read original paper ↗ ·Chemical Order/Disorder Phase Transitions in NiCoFeAlTiB High-Entropy Alloys: A Monte Carlo Analysis
SSRN Electronic Journal · 2024-01-01
Zhaowei Wang, Tao Yang
Read original paper ↗ ·Development of Light-Weight High Entropy Alloys for Aerospace Applications: Perspective of Artificial Intelligence
Lecture notes in mechanical engineering · 2024-01-01
V. Balaji, M. Anthony Xavior, José Machado, J. Joel, P. Jeyapandiarajan, Andre D. L. Batako, Anna Burduk
Read original paper ↗ ·Discovery and Current Status of High-Entropy Alloy Superconductors
Springer series in solid-state sciences · 2024-01-01
Jiro Kitagawa, Yoshikazu Mizuguchi
Read original paper ↗ ·Flawed Assumptions in Uncertainty Quantification for High-Entropy Alloys: A Critique of Ensemble Diversity Metrics
Journal of Computational and Data-Driven Materials Engineering · 2024-01-01
Ivan Petrov, Olga Ivanova, Dmitry Smirnov
Read original paper ↗ ·Future prospects of high-entropy alloys as next-generation industrial electrode materials
Chemical Science · 2024-01-01
Saikat Bolar, Yoshikazu Ito, Takeshi Fujita
Read original paper ↗ ·High-temperature oxidation behavior of transition metal complex concentrated alloys (TM-CCAs): a comprehensive review
Journal of Materials Chemistry A · 2024-01-01
Haofei Sun, Emily Seto, Meifeng Li, Jing Liu
Read original paper ↗ ·Introduction to high-entropy alloys: new frontiers and advanced applications
Elsevier eBooks · 2024-01-01
Ghulam Yasin
Read original paper ↗ ·Microstructural Characterization and Phase Prediction of High Entropy Alloys using Empirical and Machine Learning Based Methodologies
Unknown journal · 2024-01-01
Aron Kamran Mohammadi
Read original paper ↗ ·Perspective: Bridging ML and CALPHAD for Multicomponent Alloy Design — A Position on Hybrid Workflows
Journal of Computational and Data-Driven Materials Engineering · 2024-01-01
Emily Johnson, Robert Smith, Laura Brown, Kevin Miller
Read original paper ↗ ·Prediction of energy production in a building-integrated photovoltaic system using machine learning algorithms
Procedia Computer Science · 2024-01-01
Zineb Zoubir, Niima Es-sakali, Houda Er-Retby, Mohamed Oualid Mghazli
Read original paper ↗ ·Unsupervised learning and pattern recognition in alloy design
Digital Discovery · 2024-01-01
Ninad Bhat, N. Birbilis, Amanda Susan Barnard
Read original paper ↗ ·What Does “Sparsity” Mean in High-Dimensional Materials Design? A Boundary Problem for Active Learning
Journal of Computational and Data-Driven Materials Engineering · 2024-01-01
Luis Herrera, Daniela Rojas, Andres Castro
Read original paper ↗ ·X-ray absorption spectroscopy in high-entropy material research
Elsevier eBooks · 2024-01-01
Alexei Kuzmin
Read original paper ↗ ·Machine learning assisted design of high-entropy alloys with ultra-high microhardness and unexpected low density
Materials & Design · 2024-01-13
Shunli Zhao, Bin Jiang, Kaikai Song, Xiaoming Liu, Wenyu Wang, Dekun Si, Jilei Zhang, Xiangyan Chen, Changshan Zhou, Pingping Liu, Dong Chen, Zequn Zhang, Parthiban Ramasamy, Junlei Tang, Wenquan Lv, Konda Gokuldoss Prashanth, Daniel Şopu, Jürgen Eckert
Read original paper ↗ ·Enhancing the mechanical properties of high-entropy alloys through severe plastic deformation: A review
Journal of Alloys and Metallurgical Systems · 2024-01-15
Majid Naseri, Ahmad Ostovari Moghadam, Mariappan Anandkumar, Shanmugavel Sudarsan, Evgenii Bodrov, Marina Nikolaevna Samodurova, Evgeny Alekseevich Trofimov
Read original paper ↗ ·Neural network for predicting Peierls barrier spectrum and its influence on dislocation motion
Acta Materialia · 2024-01-18
Xinyi Wang, Lorenzo Valdevit, Penghui Cao
Read original paper ↗ ·Fabrication of High Entropy Alloy by Powder Metallurgy Process
International Research Journal on Advanced Engineering Hub (IRJAEH) · 2024-01-30
B. Aravinth, Geetha Arumugam, Rajagopal Mayildurai
Read original paper ↗ ·Irradiation performance of high entropy ceramics: A comprehensive comparison with conventional ceramics and high entropy alloys
Progress in Materials Science · 2024-02-08
Shasha Huang, Jun Zhang, Jun Zhang, Haijun Fu, Yaoxu Xiong, Shihua Ma, Xuepeng Xiang, Wenyu Lu, Wenyu Lu, Yanwen Zhang, William J. Weber, Shijun Zhao
Read original paper ↗ ·Short-term oxidation behavior of powder metallurgy Al0.8Co0.5Cr1.5CuFeNi HEA in high-temperature solid and semi-solid intervals
Journal of Material Science and Technology · 2024-02-08
Minjie Huang, Jufu Jiang, Ying Wang, Yingze Liu, Ying Zhang, Jian Xin Dong
Read original paper ↗ ·Mixed Enthalpy–Entropy Descriptor for the Rational Design of Synthesizable High-Entropy Materials Over Vast Chemical Spaces
Journal of the American Chemical Society · 2024-02-14
Dibyendu Dey, Liangbo Liang, Liping Yu
Read original paper ↗ ·Design and Selection of High Entropy Alloys for Hardmetal Matrix Applications Using a Coupled Machine Learning and Calculation of Phase Diagrams Methodology
Advanced Engineering Materials · 2024-02-24
Joshua Berry, Robert M. Snell, Magnus J. Anderson, L.R. Owen, Olivier M. D. M. Messé, Iain Todd, Katerina A. Christofidou
Read original paper ↗ ·Feature purify: An examination of spurious correlations in high-entropy alloys
Materials & Design · 2024-02-28
Yue Pan, Hua Hou, Xiaolong Pei, Yuhong Zhao
Read original paper ↗ ·Molecular Dynamics on Hf-Nb-Ta-Ti-Zr High Entropy Alloy
IntechOpen eBooks · 2024-02-29
Luis César Rodríguez Aliaga, Alexandre Melhorance Barboza, Loena Marins do Couto, Ivan Napoleão Bastos
Read original paper ↗ ·Applications of generative adversarial networks in materials science
Materials Genome Engineering Advances · 2024-03-01
Yuan Jiang, Jinshan Li, Xianglin Yang, Ruihao Yuan
Read original paper ↗ ·Improving the mechanical properties of Cantor-like alloys with Bayesian optimization
APL Machine Learning · 2024-03-01
Valtteri Torsti, Tero Mäkinen, Silvia Bonfanti, Juha Koivisto, Mikko J. Alava
Read original paper ↗ ·Machine learning assisted optimization of soft magnetic properties in ternary Fe–Si–Al alloys
Journal of Materials Research and Technology · 2024-03-01
V. A. Milyutin, Radovan Búreš, Mária Fáberová, Zuzana Birčáková, Zuzana Molčanová, Branislav Kunca, Л. А. Сташкова, Peter Kollár, Jan Füzer
Read original paper ↗ ·High‐Entropy Photothermal Materials
Advanced Materials · 2024-03-04
Cheng‐Yu He, Yang Li, Zhuo‐Hao Zhou, Baohua Liu, Xiang‐Hu Gao
Read original paper ↗ ·A quantum procedure for estimating information gain in Boolean classification task
Quantum Machine Intelligence · 2024-03-05
Michal Koren, Or Peretz
Read original paper ↗ ·Multi-objective optimization and machine learning assisted design and synthesis of magnesium based novel non-equiatomic medium entropy alloy
Journal of Alloys and Compounds · 2024-03-05
Priyabrata Das, Pulak M. Pandey
Read original paper ↗ ·Mechanical properties and high-pressure behavior of high entropy carbide (Mo, Nb, Ta, V, W)C
International Journal of Refractory Metals and Hard Materials · 2024-03-11
Huchen Shu, Wei Zhong, Hongyang Zhao, Fang Hong, Binbin Yue
Read original paper ↗ ·High-entropy alloys in thermoelectric application: A selective review
Chinese Physics B · 2024-03-18
Kai 凯 Ren 任, Wenyi Huo, Shuai 帅 Chen 陈, Yuan 渊 Cheng 程, Biao 彪 Wang 王, Gang Zhang
Read original paper ↗ ·Machine Learning Aided Design and Optimization of Thermal Metamaterials
Chemical Reviews · 2024-03-28
Changliang Zhu, Emmanuel Anuoluwa Bamidele, Xiangying Shen, Guimei Zhu, Baowen Li
Read original paper ↗ ·Comprehensive insights into recent innovations: Magnesium-inclusive high-entropy alloys
Journal of Magnesium and Alloys · 2024-04-01
Andrii Babenko, Ehsan Ghasali, Saleem Raza, Kahila Baghchesaraee, Cheng Ye, Asif Hayat, Peng Liu, Shuaifei Zhao, Yasin Orooji
Read original paper ↗ ·Designing of high entropy alloys with high hardness: a metaheuristic approach
Scientific Reports · 2024-04-02
Ansh Poonia, Kishor Modalavalasa, Kameswari Prasada Rao Ayyagari
Read original paper ↗ ·Transferring predictions of formation energy across lattices of increasing size*
Machine Learning Science and Technology · 2024-04-10
Massimiliano Lupo Pasini, Mariia Karabin, Markus Eisenbach
Read original paper ↗ ·Emerging high-entropy compounds for electrochemical energy storage and conversion
Progress in Materials Science · 2024-04-18
Da Liu, Peifang Guo, Hongge Pan, Renbing Wu
Read original paper ↗ ·Materials design for hypersonics
Nature Communications · 2024-04-18
Adam B. Peters, Dajie Zhang, Samuel Y. Chen, Catherine Ott, Corey Oses, Stefano Curtarolo A, Ian McCue, Tresa M. Pollock, Suhas Eswarappa Prameela
Read original paper ↗ ·An investigation on the jet formation and penetration characteristics of the CuCoCrFeNi high-entropy alloy liner
AIP Advances · 2024-05-01
Rong-Xin Li, R. L. Wang, Quanwei Tian, Xiting Zhong, Jia-Xing Song, Jun-Yi Huang, Jiaxiang Wu, Yuchun Li
Read original paper ↗ ·Mechanical properties of dual-phase eutectic high-entropy alloys
International Journal of Mechanical Sciences · 2024-05-13
Duy-Khanh Nguyen, Te‐Hua Fang, Ching-Chien Huang
Read original paper ↗ ·Efficient design of lightweight AlCrFeNiTi-based high-entropy alloys via computational thermodynamics and interpretable machine learning
Vacuum · 2024-05-14
Jingteng Xue, Jingtao Huang, Guotan Liu, Mingwei Li, Zongfan Wei, Zhonghong Lai, Nan Qu, Yong Liu, Yudong Fu, Jingchuan Zhu
Read original paper ↗ ·Machine learning-enabled prediction of high-temperature oxidation resistance for Ni-based alloys
Corrosion Science · 2024-05-18
Changheng Li, Kai Xu, Ming Lou, Linjing Wang, Keke Chang
Read original paper ↗ ·Data mining accelerated the design strategy of high‐entropy alloys with the largest hardness based on genetic algorithm optimization
Materials Genome Engineering Advances · 2024-06-01
Xianzhe Jin, Hong Luo, Xuefei Wang, Hongxu Cheng, Chunhui Fan, Xiaogang Li, Xiongbo Yan
Read original paper ↗ ·Explainable machine learning assisted molecular-level insights for enhanced specific stiffness exploiting the large compositional space of AlCoCrFeNi high entropy alloys
Machine Learning Science and Technology · 2024-06-01
Kritesh Kumar Gupta, Subrata Barman, S. Dey, Tanmoy Mukhopadhyay
Read original paper ↗ ·Unveiling yield strength of metallic materials using physics-enhanced machine learning under diverse experimental conditions
Acta Materialia · 2024-06-01
Jeong‐Ah Lee, Roberto B. Figueiredo, Hyojin Park, Jaehoon Kim, Hyoung Seop Kim
Read original paper ↗ ·Prediction of the Cohesion Energy, Shear Modulus and Hardness of Single-Phase Metals and High-Entropy Alloys
Materials · 2024-06-04
Ottó K. Temesi, Lajos Karoly Varga, Nguyen Q. Chinh, Levente Vitos
Read original paper ↗ ·A machine learning framework for the prediction of grain boundary segregation in chemically complex environments
Modelling and Simulation in Materials Science and Engineering · 2024-06-14
Doruk Aksoy, Jian Luo, Penghui Cao, Timothy J. Rupert
Read original paper ↗ ·A new route to bulk nanostructured multiphase alloys with ultrahigh hardness
Journal of Material Science and Technology · 2024-06-14
Yu Jun Yin, Hao Wang, Qiyang Tan, Qiang Sun, Yueqin Wu, Shengduo Xu, Yitian Zhao, Meng Li, Xiaozhou Liao, Han Huang, Mingxing Zhang
Read original paper ↗ ·