Matthew Witman

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All published works

Action	Title	Year	Authors
+	Explainable machine learning for hydrogen diffusion in metals and random binary alloys	2023	Grace M. Lu Matthew Witman Sapan Agarwal Vitalie Stavila Dallas R. Trinkle
+	Tuning the critical Li intercalation concentrations for MoX$_2$ bilayer phase transitions	2021	Catalin D. Spataru Matthew Witman Reese E. Jones

Common Coauthors

Coauthor	Papers Together
Sapan Agarwal	1
Vitalie Stavila	1
Catalin D. Spataru	1
Dallas R. Trinkle	1
Reese E. Jones	1
Grace M. Lu	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	Crystal Graph Convolutional Neural Networks for an Accurate and Interpretable Prediction of Material Properties	2018	Tian Xie Jeffrey C. Grossman	2
+ PDF Chat	An Introduction to Kernel and Nearest-Neighbor Nonparametric Regression	1992	Naomi Altman	1
+ PDF Chat	Line Defects in Molybdenum Disulfide Layers	2013	Andrey N. Enyashin Maya Bar‐Sadan Lothar Houben Gotthard Seifert	1
+	Stochastic gradient boosting	2002	Jerome H. Friedman	1
+ PDF Chat	Going deeper with convolutions	2015	Christian Szegedy Wei Liu Yangqing Jia Pierre Sermanet Scott Reed Dragomir Anguelov Dumitru Erhan Vincent Vanhoucke Andrew Rabinovich	1
+	Nearest neighbor pattern classification	1967	Thomas M. Cover Peter E. Hart	1
+ PDF Chat	Robust FCC solute diffusion predictions from ab-initio machine learning methods	2017	Henry Wu Aren Lorenson Ben Anderson Liam Witteman Haotian Wu Bryce Meredig Dane Morgan	1
+ PDF Chat	Electrically induced charge-density waves in a two-dimensional electron liquid: Effects of negative electronic compressibility	2017	Erica Hroblak Alessandro Principi Hui Zhao Giovanni Vignale	1
+ PDF Chat	Lithium intercalation in <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"><mml:msub><mml:mi>MoS</mml:mi><mml:mn>2</mml:mn></mml:msub></mml:math> bilayers and implications for moiré flat bands	2020	Zheyu Lu Stephen Carr Daniel T. Larson Efthimios Kaxiras	1
+ PDF Chat	Projector augmented-wave method	1994	Peter E. Blöchl	1
+ PDF Chat	First-principles study of temperature-dependent diffusion coefficients: Hydrogen, deuterium, and tritium in α-Ti	2013	Yong Lu Ping Zhang	1