Travis Johnston
Oak Ridge National Laboratory(US)Strive Preparatory Schools(US)
Publications by Year
Research Areas
Limits and Structures in Graph Theory, Machine Learning in Materials Science, Advanced Neural Network Applications, Advanced Graph Theory Research, Machine Learning and Data Classification
Most-Cited Works
- → Object recognition memory in zebrafish(2015)121 cited
- → Evolving Deep Networks Using HPC(2017)48 cited
- → DeepMerge – II. Building robust deep learning algorithms for merging galaxy identification across domains(2021)44 cited
- → Classifying and analyzing small-angle scattering data using weightedknearest neighbors machine learning techniques(2020)43 cited
- → 167-PFlops Deep Learning for Electron Microscopy: From Learning Physics to Atomic Manipulation(2018)31 cited
- → Optimizing Convolutional Neural Networks for Cloud Detection(2017)25 cited
- → In situdata analytics and indexing of protein trajectories(2017)20 cited
- → Learning to Predict Material Structure from Neutron Scattering Data(2019)19 cited
- → Co-design Center for Exascale Machine Learning Technologies (ExaLearn)(2021)14 cited
- → Boolean algebras and Lubell functions(2015)14 cited