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Venkatesh Botu
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Machine learning force fields: Construction, validation, and outlook
V Botu, R Batra, J Chapman, R Ramprasad
The Journal of Physical Chemistry C 121 (1), 511-522, 2017
4892017
Adaptive machine learning framework to accelerate ab initio molecular dynamics
V Botu, R Ramprasad
International Journal of Quantum Chemistry 115 (16), 1074-1083, 2015
4322015
Learning scheme to predict atomic forces and accelerate materials simulations
V Botu, R Ramprasad
Physical Review B 92 (9), 094306, 2015
2252015
Monolithically integrated spinel MxCo3− xO4 (M= Co, Ni, Zn) nanoarray catalysts: scalable synthesis and cation manipulation for tunable low‐temperature CH4 and CO oxidation
Z Ren, V Botu, S Wang, Y Meng, W Song, Y Guo, R Ramprasad, SL Suib, ...
Angewandte Chemie 126 (28), 7351-7355, 2014
2142014
Scoping the polymer genome: A roadmap for rational polymer dielectrics design and beyond
A Mannodi-Kanakkithodi, A Chandrasekaran, C Kim, TD Huan, G Pilania, ...
Materials Today 21 (7), 785-796, 2018
1712018
Tunable mesoporous manganese oxide for high performance oxygen reduction and evolution reactions
IM Mosa, S Biswas, AM El-Sawy, V Botu, C Guild, W Song, R Ramprasad, ...
Journal of Materials Chemistry A 4 (2), 620-631, 2016
1232016
Design Principles for Metal Oxide Redox Materials for Solar‐Driven Isothermal Fuel Production
R Michalsky, V Botu, CM Hargus, AA Peterson, A Steinfeld
Advanced energy materials 5 (7), 1401082, 2015
572015
A study of adatom ripening on an Al (111) surface with machine learning force fields
V Botu, J Chapman, R Ramprasad
Computational Materials Science 129, 332-335, 2017
372017
Computational approaches for investigating interfacial adhesion phenomena of polyimide on silica glass
K Min, AR Rammohan, HS Lee, J Shin, SH Lee, S Goyal, H Park, ...
Scientific reports 7 (1), 1-11, 2017
332017
Ceria in an oxygen environment: Surface phase equilibria and its descriptors
V Botu, R Ramprasad, AB Mhadeshwar
Surface Science 619, 49-58, 2014
312014
Effect of Nanoscale Roughness on Adhesion between Glassy Silica and Polyimides: A Molecular Dynamics Study
SH Lee, RJ Stewart, H Park, S Goyal, V Botu, H Kim, K Min, E Cho, ...
The Journal of Physical Chemistry C 121 (44), 24648-24656, 2017
192017
Optimal dopant selection for water splitting with cerium oxides: mining and screening first principles data
V Botu, AB Mhadeshwar, SL Suib, R Ramprasad
Information Science for Materials Discovery and Design, 157-171, 2016
102016
Enhancement of Adhesion Strength of Perfluoroalkylpolyethers on Rough Glassy Silica for Antismudge Coatings
SH Lee, YN Ahn, V Botu, RJ Stewart, SY Oh
ACS Applied Polymer Materials 1 (10), 2613-2621, 2019
62019
Fundamentals of Organic-Glass Adhesion
S Goyal, H Park, SH Lee, M McKenzie, A Rammohan, H Kim, JC Mauro, ...
Handbook of Materials Modeling: Applications: Current and Emerging Materials …, 2020
42020
A high-throughput ab-initio study of diverse glasses: Accuracy of the atomic structure and refractive index
SH Lee, V Botu
Computational Materials Science 214, 111765, 2022
22022
Atomic properties of sodium silicate glasses obtained from the building-block method
KN Subedi, V Botu, DA Drabold
Physical Review B 103 (13), 134202, 2021
22021
Surface Chemistry with Machine Learning and Quantum Mechanics
V Botu
2016
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Articles 1–17