Browsing byAuthorWinkler, DA

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Showing results 1 to 7 of 7
Issue DateTitleAuthor(s)
2022-01-24A bright future for engineering piezoelectric 2D crystals.Sherrell, PC; Fronzi, M; Shepelin, NA; Corletto, A; Winkler, DA; Ford, M; Shapter, JG; Ellis, AV
2023-01-01A Predictive Model for Monolayer-Selective Metal-Mediated MoS<inf>2</inf> Exfoliation Incorporating ElectrostaticsCorletto, A; Fronzi, M; Joannidis, AK; Sherrell, PC; Ford, MJ; Winkler, DA; Shapter, JG; Bullock, J; Ellis, AV
2021-08-22Active Learning in Bayesian Neural Networks for Bandgap Predictions of Novel Van der Waals HeterostructuresFronzi, M; Isayev, O; Winkler, DA; Shapter, JG; Ellis, AV; Sherrell, PC; Shepelin, NA; Corletto, A; Ford, MJ
2019-01-01Efficient Prediction of Structural and Electronic Properties of Hybrid 2D Materials Using Complementary DFT and Machine Learning ApproachesTawfik, SA; Isayev, O; Stampfl, C; Shapter, J; Winkler, DA; Ford, MJ
2022-09Energy Interplay in Materials: Unlocking Next-Generation Synchronous Multisource Energy Conversion with Layered 2D Crystals.Corletto, A; Ellis, AV; Shepelin, NA; Fronzi, M; Winkler, DA; Shapter, JG; Sherrell, PC
2020-01-01High Throughput Screening of Millions of van der Waals Heterostructures for Superlubricant ApplicationsFronzi, M; Tawfik, SA; Ghazaleh, MA; Isayev, O; Winkler, DA; Shapter, J; Ford, MJ
-Impressive computational acceleration by using machine learning for 2-dimensional super-lubricant materials discoveryFronzi, M; Ghazaleh, MA; Isayev, O; Winkler, DA; Shapter, J; Ford, MJ