Venkatesh Botu

Learning scheme to predict atomic forces and accelerate materials simulations

Rampi Ramprasad, Venkatesh Botu, R. Ramprasad, 2015, 1505.02701.

Scoping the polymer genome: A roadmap for rational polymer dielectrics design and beyond

Arun Mannodi-Kanakkithodi, Ghanshyam Pilania, Rampi Ramprasad, 2017, Materials Today.

Machine Learning Force Fields: Construction, Validation, and Outlook

Rampi Ramprasad, Rohit Batra, Venkatesh Botu, 2016, 1610.02098.

Monolithically integrated spinel M(x)Co(3-x)O(4) (M=Co, Ni, Zn) nanoarray catalysts: scalable synthesis and cation manipulation for tunable low-temperature CH(4) and CO oxidation.

Yanbing Guo, Ramamurthy Ramprasad, Pu-Xian Gao, 2014, Angewandte Chemie.

A study of adatom ripening on an Al (1 1 1) surface with machine learning force fields

Rampi Ramprasad, Venkatesh Botu, James Chapman, 2016, 1610.04684.

Ab-Initio Molecular Dynamics Acceleration Scheme with an Adaptive Machine Learning Framework

Rampi Ramprasad, Venkatesh Botu, 2014 .

Optimal Dopant Selection for Water Splitting with Cerium Oxides: Mining and Screening First Principles Data

Rampi Ramprasad, Steven L. Suib, A. B. Mhadeshwar, 2016 .

Adaptive machine learning framework to accelerate ab initio molecular dynamics

Rampi Ramprasad, Venkatesh Botu, R. Ramprasad, 2015 .