Article
Materials Science, Multidisciplinary
Imed-Eddine Benrabah, Frederic Bonnet, Benoit Denand, Alexis Deschamps, Guillaume Geandier, Hugo P. Van Landeghem
Summary: Knowledge of phase transformation kinetics is crucial in designing steel grades, and a high-throughput approach has been developed to overcome traditional limitations, accelerating the design of low-alloy steel grades. The study of transformation mechanisms revealed the impact of solute drag on mobile interfaces.
APPLIED MATERIALS TODAY
(2021)
Article
Materials Science, Coatings & Films
Florian Lourens, Alfred Ludwig
Summary: This method presents a way to uniformly deposit thin films on microparticles by oscillating them, allowing for the coating of different types of particles and the deposition of films with composition gradients on uniform particles.
SURFACE & COATINGS TECHNOLOGY
(2022)
Review
Chemistry, Multidisciplinary
Xabier Rodriguez-Martinez, Enrique Pascual-San-Jose, Mariano Campoy-Quiles
Summary: The discovery of novel high-performing materials in organic solar cells has rapidly increased efficiency, but traditional experimentation methods are unable to evaluate the vast catalog of materials efficiently. High-throughput experimental and computational methods are being utilized to accelerate the discovery of new materials, with machine-learning algorithms playing a key role in retrieving quantitative structure-activity relationships.
ENERGY & ENVIRONMENTAL SCIENCE
(2021)
Article
Energy & Fuels
Lan Zhou, Dan Guevarra, John M. Gregoire
Summary: Metal oxide solar absorbers have great potential for solar energy conversion. By improving metal vanadates, such as iron and chromium vanadates, the conversion efficiency can be increased. Combinatorial synthesis and high throughput screening can improve the utilization of photons in specific energy ranges.
JOURNAL OF PHYSICS-ENERGY
(2022)
Article
Materials Science, Multidisciplinary
Kun Wang, Yi Ouyang, Yi Shen, Yifei Zhang, Mingxiao Zhang, Jian Liu
Summary: A high-throughput infrared characterization technique has been developed to evaluate the adiabatic temperature change of magnetocaloric materials efficiently, applicable to both Gd and La-Fe-Si-based materials. This method allows simultaneous measurement of temperature changes induced by MCE of multiple samples and facilitates the examination of the functional stability of FOPT magnetocaloric materials.
JOURNAL OF MATERIALS SCIENCE
(2021)
Article
Materials Science, Multidisciplinary
Moujhuri Sau, Eric D. Hintsala, Youxing Chen, Douglas D. Stauffer, Stuart A. Maloy, Benjamin P. Eftink, Thomas J. Lienert, Nathan A. Mara
Summary: This work combines nanoindentation mapping with k-means algorithm to develop a high-throughput technique for studying the nano-scale spatial changes in mechanical properties of heterogeneous materials. It also allows for classification of data points based on their properties. This technique is important for assessing the feasibility of special materials under extreme conditions.
Review
Materials Science, Multidisciplinary
E-Wen Huang, Wen-Jay Lee, Sudhanshu Shekhar Singh, Poresh Kumar, Chih-Yu Lee, Tu-Ngoc Lam, Hsu-Hsuan Chin, Bi-Hsuan Lin, Peter K. Liaw
Summary: The development of high-entropy materials (HEMs), with their vast compositional space, requires a high-throughput approach to identify functionalities and establish a materials-property database. This article reviews the use of materials informatics and experimental methods in high-throughput approaches. Machine learning is identified as a crucial tool for accelerating the development of new HEMs. Hierarchical microstructures and heterogeneous grain sizes show the highest potential for applying machine learning in new HEMs.
MATERIALS SCIENCE & ENGINEERING R-REPORTS
(2022)
Article
Materials Science, Multidisciplinary
Yifan Zhou, Xuhui Zhang, Meng Yang, Yudong Pan, Zhenjiang Du, Jose Blanchet, Zhigang Suo, Tongqing Lu
Summary: This study measures the conditions for rare-event rupture by conducting high-throughput experiments with a large number of samples. The rupture of individual samples is automatically identified by processing the video of the experiment. The results reaffirm that predicting rare events requires large datasets.
Article
Chemistry, Physical
Yonggang Tong, Hao Zhang, Hongfeng Huang, Lingwei Yang, Yongle Hu, Xiubing Liang, Manyu Hua, Jian Zhang
Summary: The novel nanoindentation mapping technique revealed the influence of Mo content on the hardness of CoCrNiMox high-entropy alloys, with the fcc phase mainly strengthened by solute strengthening and the laves phase exhibiting high hardness. The lamellae colonies composed of alternative fcc and laves phases showed an intermediate hardness.
Article
Materials Science, Multidisciplinary
Lei Zhao, Yuanxun Zhou, Hui Wang, Xuebin Chen, Lixia Yang, Lanting Zhang, Liang Jiang, Yunhai Jia, Xiaobo Chen, Haizhou Wang
Summary: This study introduces a novel high-throughput micro-synthesis method for combinatorial material library preparation, conducted through hot isostatic pressing in the Co-Fe-Ni ternary alloy system. Bulk alloys with comparable compositions and microstructures were successfully fabricated and systematically characterized.
METALLURGICAL AND MATERIALS TRANSACTIONS A-PHYSICAL METALLURGY AND MATERIALS SCIENCE
(2021)
Article
Chemistry, Multidisciplinary
Yusu Chen, Qifeng Wang, Carolyn E. Mills, Johanna G. Kann, Kenneth R. Shull, Danielle Tullman-Ercek, Muzhou Wang
Summary: The newly developed high-throughput colorimetric adhesion screening method uses a common laboratory centrifuge, multiwell plates, and microparticles to reduce the cost of materials testing and achieve efficient screening. With its simplicity, low cost, and large dynamic range, this method has the potential to change the landscape of adhesive material characterization.
ACS CENTRAL SCIENCE
(2021)
Article
Chemistry, Multidisciplinary
Yu-Ting Liu, Xian-Bin Li, Hui Zheng, Nian-Ke Chen, Xue-Peng Wang, Xu-Lin Zhang, Hong-Bo Sun, Shengbai Zhang
Summary: This study reports the largest scale PCM materials searching, starting with 124,515 candidate materials, and eventually screening 158 potential PCM materials using a rational high-throughput screening strategy. Further analyses revealed 52 materials with properties similar to the GST system, some of which show potential for low power consumption and suitability for optical/electrical PCM applications.
ADVANCED FUNCTIONAL MATERIALS
(2021)
Article
Energy & Fuels
Linyuan Wen, Tao Yu, Weipeng Lai, Maochang Liu, Bozhou Wang, Jinwen Shi, Yingzhe Liu
Summary: The study presents an efficient approach to design highly energetic oxazole-based fused materials, accelerating the search for candidates through database search, combinatorial design, and high-throughput screening. Statistical analysis identified the potential of certain scaffold types for creating highly energetic molecules.
Article
Chemistry, Physical
N. B. Zhang, C. X. Zhang, B. Li, Y. F. Sun, L. Z. Chen, Y. Cai, X. J. Zhao, Y. Tang, L. Lu, S. N. Luo
Summary: Plate impact experiments are conducted on a metastable dual-phase high-entropy alloy (HEA) Cr10Mn30Fe50Co10 with different matrix grain sizes and phase fractions. Multiple deformation mechanisms are observed, including dislocation slip and stacking fault in the face-center cubic (FCC) phase, dislocation slip and deformation twinning in the hexagonal close-packed (HCP) phase, and the FCC to HCP transformation. Damage during spallation is ductile in nature, with micro-voids preferentially nucleating at high-angle grain boundaries within the FCC phase.
JOURNAL OF ALLOYS AND COMPOUNDS
(2023)
Article
Materials Science, Multidisciplinary
Shakti P. Padhy, Li Ping Tan, Vijaykumar B. Varma, V. Chaudhary, Z. Tsakadze, R. V. Ramanujan
Summary: This study developed a new high-throughput chemical synthesis method called hyper-heuristic combinatorial flow synthesis (HCFS). Using this method, a library of 91 Fe-Co-Ni powder compositions was successfully synthesized and their physical properties were evaluated using high-throughput screening and sintering methods. The study identified promising new Fe-Co-Ni compositions with multi-property optimization.
JOURNAL OF MATERIALS RESEARCH AND TECHNOLOGY-JMR&T
(2023)
Article
Materials Science, Multidisciplinary
Shaofan Zhao, Na Chen, Pan Gong, Kefu Yao
ADVANCED ENGINEERING MATERIALS
(2016)
Article
Materials Science, Multidisciplinary
Pan Gong, Shaofan Zhao, Xin Wang, Kefu Yao
APPLIED PHYSICS A-MATERIALS SCIENCE & PROCESSING
(2015)
Article
Materials Science, Multidisciplinary
Dongwoo Lee, Bingge Zhao, Eric Perim, Haitao Zhang, Pan Gong, Yulai Gao, Yanhui Liu, Cormac Toher, Stefano Curtarolo, Jan Schroers, Joost J. Vlassak
Article
Engineering, Industrial
Xin Wang, Pan Gong, Ke-Fu Yao
JOURNAL OF MATERIALS PROCESSING TECHNOLOGY
(2016)
Article
Materials Science, Multidisciplinary
Pan Gong, Xin Wang, Kefu Yao
JOURNAL OF MATERIALS SCIENCE
(2016)
Article
Multidisciplinary Sciences
Eric Perim, Dongwoo Lee, Yanhui Liu, Cormac Toher, Pan Gong, Yanglin Li, W. Neal Simmons, Ohad Levy, Joost J. Vlassak, Jan Schroers, Stefano Curtarolo
NATURE COMMUNICATIONS
(2016)
Review
Materials Science, Multidisciplinary
Pan Gong, Lei Deng, Junsong Jin, Sibo Wang, Xinyun Wang, Kefu Yao
Article
Chemistry, Physical
Di Yao, Lei Deng, Mao Zhang, Pan Gong, Xinyun Wang
Article
Materials Science, Ceramics
Xinyun Wang, Pan Gong, Lei Deng, Junsong Jin, Sibo Wang, Peng Zhou
JOURNAL OF NON-CRYSTALLINE SOLIDS
(2017)
Article
Materials Science, Ceramics
Xinyun Wang, Pan Gong, Lei Deng, Junsong Jin, Sibo Wang, Fangwei Li
JOURNAL OF NON-CRYSTALLINE SOLIDS
(2017)
Article
Nanoscience & Nanotechnology
Pan Gong, Junsong Jin, Lei Deng, Sibo Wang, Jialun Gu, Kefu Yao, Xinyun Wang
MATERIALS SCIENCE AND ENGINEERING A-STRUCTURAL MATERIALS PROPERTIES MICROSTRUCTURE AND PROCESSING
(2017)
Article
Nanoscience & Nanotechnology
Sungwoo Sohn, Yanhui Liu, Jingbei Liu, Pan Gong, Silke Prades-Rodel, Andreas Blatter, B. Ellen Scanley, Christine C. Broadbridge, Jan Schroers
SCRIPTA MATERIALIA
(2017)
Article
Chemistry, Applied
Yanglin Li, Shaofan Zhao, Yanhui Liu, Pan Gong, Jan Schroers
ACS COMBINATORIAL SCIENCE
(2017)
Article
Materials Science, Multidisciplinary
Pan Gong, Sibo Wang, Fangwei Li, Xinyun Wang
METALLURGICAL AND MATERIALS TRANSACTIONS A-PHYSICAL METALLURGY AND MATERIALS SCIENCE
(2018)