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Accounts of Chemical Research
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December 16, 2017
Discovery of Intermetallic Compounds from Traditional to Machine-Learning Approaches
Anton O Oliynyk, Arthur Mar
Inorganic Chemistry
|
August 18, 2018
Polyanionic Gold-Tin Bonding and Crystal Structure Preference in REAu<sub>1.5</sub>Sn<sub>0.5</sub> (RE = La, Ce, Pr, Nd)
Sogol Lotfi, Anton O Oliynyk, Jakoah Brgoch
Inorganic Chemistry
|
June 30, 2023
Interpretable Machine Learning in Solid-State Chemistry, with Applications to Perovskites, Spinels, and Rare-Earth Intermetallics: Finding Descriptors Using Decision Trees
Balaranjan Selvaratnam, Anton O Oliynyk, Arthur Mar
Inorganic Chemistry
|
March 4, 2015
Many metals make the cut: quaternary rare-earth germanides RE4M2InGe4 (M = Fe, Co, Ni, Ru, Rh, Ir) and RE4RhInGe4 derived from excision of slabs in RE2InGe2
Anton O Oliynyk, Stanislav S Stoyko, Arthur Mar
Inorganic Chemistry
|
July 3, 2013
Quaternary germanides RE4Mn2InGe4 (RE = La-Nd, Sm, Gd-Tm, Lu)
Anton O Oliynyk, Stanislav S Stoyko, Arthur Mar
ACS Applied Materials & Interfaces
|
December 17, 2024
Thermoelectric Material Performance (<i>zT</i>) Predictions with Machine Learning
Nikhil K Barua, Sangjoon Lee, Anton O Oliynyk, et al.
Data in Brief
|
October 27, 2025
Dataset of prototype structures adopted by intermetallic compounds with <i>AB</i> stacking
Balaranjan Selvaratnam, Emil I Jaffal, Danila Shiryaev, et al.
Inorganic Chemistry
|
June 29, 2019
Solving the Coloring Problem in Half-Heusler Structures: Machine-Learning Predictions and Experimental Validation
Alexander S Gzyl, Anton O Oliynyk, Lawrence A Adutwum, et al.
Advanced Materials (Deerfield Beach, Fla.)
|
December 4, 2020
Finding the Next Superhard Material through Ensemble Learning
Ziyan Zhang, Aria Mansouri Tehrani, Anton O Oliynyk, et al.
Inorganic Chemistry
|
March 31, 2026
Disentangling Structural Patterns in Quaternary Germanides with Materials Informatics and Exploratory Synthesis: <i>RE</i><sub>4</sub>IrInGe<sub>4</sub> (<i>RE</i> = Y, Ce-Nd, Sm, Gd, Ho-Er) Series
Anna Ponomarev, Balaranjan Selvaratnam, Emil I Jaffal, et al.
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Search research articles
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Showing results (1-10 of 29) with videos related to
Sort By:
Page
of 3
Accounts of Chemical Research
|
December 16, 2017
Discovery of Intermetallic Compounds from Traditional to Machine-Learning Approaches
Anton O Oliynyk, Arthur Mar
Inorganic Chemistry
|
August 18, 2018
Polyanionic Gold-Tin Bonding and Crystal Structure Preference in REAu<sub>1.5</sub>Sn<sub>0.5</sub> (RE = La, Ce, Pr, Nd)
Sogol Lotfi, Anton O Oliynyk, Jakoah Brgoch
Inorganic Chemistry
|
June 30, 2023
Interpretable Machine Learning in Solid-State Chemistry, with Applications to Perovskites, Spinels, and Rare-Earth Intermetallics: Finding Descriptors Using Decision Trees
Balaranjan Selvaratnam, Anton O Oliynyk, Arthur Mar
Inorganic Chemistry
|
March 4, 2015
Many metals make the cut: quaternary rare-earth germanides RE4M2InGe4 (M = Fe, Co, Ni, Ru, Rh, Ir) and RE4RhInGe4 derived from excision of slabs in RE2InGe2
Anton O Oliynyk, Stanislav S Stoyko, Arthur Mar
Inorganic Chemistry
|
July 3, 2013
Quaternary germanides RE4Mn2InGe4 (RE = La-Nd, Sm, Gd-Tm, Lu)
Anton O Oliynyk, Stanislav S Stoyko, Arthur Mar
ACS Applied Materials & Interfaces
|
December 17, 2024
Thermoelectric Material Performance (<i>zT</i>) Predictions with Machine Learning
Nikhil K Barua, Sangjoon Lee, Anton O Oliynyk, et al.
Data in Brief
|
October 27, 2025
Dataset of prototype structures adopted by intermetallic compounds with <i>AB</i> stacking
Balaranjan Selvaratnam, Emil I Jaffal, Danila Shiryaev, et al.
Inorganic Chemistry
|
June 29, 2019
Solving the Coloring Problem in Half-Heusler Structures: Machine-Learning Predictions and Experimental Validation
Alexander S Gzyl, Anton O Oliynyk, Lawrence A Adutwum, et al.
Advanced Materials (Deerfield Beach, Fla.)
|
December 4, 2020
Finding the Next Superhard Material through Ensemble Learning
Ziyan Zhang, Aria Mansouri Tehrani, Anton O Oliynyk, et al.
Inorganic Chemistry
|
March 31, 2026
Disentangling Structural Patterns in Quaternary Germanides with Materials Informatics and Exploratory Synthesis: <i>RE</i><sub>4</sub>IrInGe<sub>4</sub> (<i>RE</i> = Y, Ce-Nd, Sm, Gd, Ho-Er) Series
Anna Ponomarev, Balaranjan Selvaratnam, Emil I Jaffal, et al.
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