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20102026
most citedRecent Advances and Applications of Deep Learning Methods in Materials Science

1.2k citations

Showing 2017Show all

9 papers · 1 filter

physics.chem-ph2017★ 39 cited

Electrochemical Capacitance of CO-terminated Pt(111) is Dominated by CO-Solvent Gap

Ravishankar Sundararaman, Marta C. Figueiredo, Marc T. M. Koper +1

The distribution of electric fields within the electrochemical double layer depends on both the electrode and electrolyte in complex ways. These fields strongly influence chemical…

physics.optics2017★ 45 cited

Towards Replacing Resistance Thermometry with Photonic Thermometry

Nikolai Klimov, Thomas Purdy, Zeeshan Ahmed

Resistance thermometry provides a time-tested method for taking temperature measurements that has been painstakingly developed over the last century. However, fundamental limits to…

cond-mat.mtrl-sci2017★ 405 cited

JDFTx: software for joint density-functional theory

Ravishankar Sundararaman, Kendra Letchworth-Weaver, Kathleen A. Schwarz +3

Density-functional theory (DFT) has revolutionized computational prediction of atomic-scale properties from first principles in physics, chemistry and materials science. Continuing…

cond-mat.mtrl-sci2017★ 57 cited

Strain Engineering a Charge Density Wave Phase in Transition Metal Dichalcogenide 1T-VSe

Duming Zhang, Jeonghoon Ha, Hongwoo Baek +10

We report a rectangular charge density wave (CDW) phase in strained 1T-VSe thin films synthesized by molecular beam epitaxy on c-sapphire substrates. The observed CDW structure…

cond-mat.mes-hall2017★ 9 cited

Metastable morphological states of catalytic nanoparticles

Pin Ann Lin, Bharath Natarajan, Michael Zwolak +1

During the catalytic synthesis of graphene, nanotubes, fibers, and other nanostructures, many intriguing phenomena occur, such as phase separation, precipitation, and analogs of ca…

cond-mat.mes-hall2017★ 15 cited

Electrical Stressing Induced Monolayer Vacancy Island Growth on TiSe2

Husong Zheng, Salvador Valtierra, Nana Ofori-Opoku +5

To ensure the practical application of atomically thin transition metal dichalcogenides, it is essential to characterize their structural stability under external stimuli such as e…

cond-mat.mtrl-sci2017★ 448 cited

Application of Finite Element, Phase-field, and CALPHAD-based Methods to Additive Manufacturing of Ni-based Superalloys

Trevor Keller, Greta Lindwall, Supriyo Ghosh +11

Numerical simulations are used in this work to investigate aspects of microstructure and microsegregation during rapid solidification of a Ni-based superalloy in a laser powder bed…

cond-mat.mtrl-sci2017★ 81 cited

Evolution of Raman spectra in MoWTe alloys

Sean M. Oliver, Ryan Beams, Sergiy Krylyuk +9

The structural polymorphism in transition metal dichalcogenides (TMDs) provides exciting opportunities for developing advanced electronics. For example, MoTe crystallizes in th…

cond-mat.mtrl-sci2017★ 47 cited

Thermodynamics of the Flexible Metal-Organic Framework Material MIL-53(Cr) From First Principles

Eric Cockayne

We use first-principles density functional theory total energy and linear response phonon calculations to compute the Helmholtz and Gibbs free energy as a function of temperature,…