Yashasvi S. Ranawat

Aalto University — Finland

Materials Science · Physical Sciences

6h-index837citations11works0.02yr avg
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Research Topics

Machine Learning in Materials Science(4), Enhanced Oil Recovery Techniques(2), Heat Transfer and Boiling Studies(2), Force Microscopy Techniques and Applications(2), Calcium Carbonate Crystallization and Inhibition(2)

Publications11 total

Correction: Water adsorption lifts the (2 × 1) reconstruction of calcite(104)
Physical Chemistry Chemical Physics·2024Open Access
Water adsorption lifts the (2 × 1) reconstruction of calcite(104)
Physical Chemistry Chemical Physics·2023· 7 citedOpen Access
Differences in Molecular Adsorption Emanating from the (2 × 1) Reconstruction of Calcite(104)
The Journal of Physical Chemistry Letters·2023· 14 citedOpen Access
Generalised deep-learning workflow for the prediction of hydration layers over surfaces
Journal of Molecular Liquids·2022· 3 citedOpen Access
Data for Machine learning for Materials Course at Aalto and UTU
Zenodo (CERN European Organization for Nuclear Research)·2021Open Access
Predicting hydration layers on surfaces using deep learning
Nanoscale Advances·2021· 10 citedOpen Access
Efficient Machine-Learning-Aided Screening of Hydrogen Adsorption on Bimetallic Nanoclusters
ACS Combinatorial Science·2020· 38 citedOpen Access
DScribe: Library of descriptors for machine learning in materials science
Computer Physics Communications·2019· 750 citedOpen Access
Descriptor based adsorption-energy prediction on nano-clusters for catalyst selection
Aaltodoc (Aalto University)·2018Open Access
Borophene layers on an Al(111) surface – the finding of a borophene layer with hexagonal double chains and B<sub>9</sub> nonagons using <i>ab initio</i> calculations
Nanoscale·2018· 11 cited
Effect of shear strain on band structure and electronic properties of phosphorene
arXiv (Cornell University)·2015· 4 citedOpen Access

Frequent Co-authors

Adam S. Foster(7), Jonas Heggemann(3), Philipp Rahe(3), Marc O. J. Jäger(2), Eiaki V. Morooka(2), Filippo Federici Canova(2), Ygor Morais Jaques(2), Simon Aeschlimann(2), Tobias Dickbreder(2), Ralf Bechstein(2), Angelika Kühnle(2), Lauri Himanen(1), David Gao(1), Patrick Rinke(1), Ondřej Krejčí(1), J. Karthikeyan(1), P. Murugan(1), Vijay Kumar(1), Rishabh Jain(1), Filippo Federici(1)