Amir Barati Farimani
Carnegie Mellon University(US)
Publications by Year
Research Areas
Machine Learning in Materials Science, Model Reduction and Neural Networks, Computational Drug Discovery Methods, Nanopore and Nanochannel Transport Studies, Additive Manufacturing Materials and Processes
Most-Cited Works
- → Molecular contrastive learning of representations via graph neural networks(2022)751 cited
- → Water desalination with a single-layer MoS2 nanopore(2015)749 cited
- → A Review on Challenges and Successes in Atomic-Scale Design of Catalysts for Electrochemical Synthesis of Hydrogen Peroxide(2020)474 cited
- → DNA Base Detection Using a Single-Layer MoS2(2014)352 cited
- → Energy Dissipation in Monolayer MoS2 Electronics(2017)226 cited
- → Ultrathin, transferred layers of thermally grown silicon dioxide as biofluid barriers for biointegrated flexible electronic systems(2016)223 cited
- → Machine learning force fields and coarse-grained variables in molecular\n dynamics: application to materials and biological systems(2020)221 cited
- → Spatial Diffusion of Water in Carbon Nanotubes: From Fickian to Ballistic Motion(2011)183 cited
- → Water Desalination with Two-Dimensional Metal–Organic Framework Membranes(2019)177 cited
- → TransPolymer: a Transformer-based language model for polymer property predictions(2023)166 cited