| Inverse Design of Solid-State Materials via a Continuous Representation J Noh, J Kim, HS Stein, B Sanchez-Lengeling, JM Gregoire, ... Matter, 2019 | 201 | 2019 |
| Progress and prospects for accelerating materials science with automated and autonomous workflows HS Stein, JM Gregoire Chemical Science, 2019 | 106 | 2019 |
| In‐Situ Electrochemical Electron Microscopy Study of Oxygen Evolution Activity of Doped Manganite Perovskites S Raabe, D Mierwaldt, J Ciston, M Uijttewaal, H Stein, J Hoffmann, Y Zhu, ... Advanced Functional Materials, 2012 | 91 | 2012 |
| High-throughput, combinatorial synthesis of multimetallic nanoclusters Y Yao, Z Huang, T Li, H Wang, Y Liu, HS Stein, Y Mao, J Gao, M Jiao, ... Proceedings of the National Academy of Sciences, 2020 | 89 | 2020 |
| Rechargeable batteries of the future—the state of the art from a BATTERY 2030+ perspective M Fichtner, K Edström, E Ayerbe, M Berecibar, A Bhowmik, IE Castelli, ... Advanced Energy Materials 12 (17), 2102904, 2022 | 82 | 2022 |
| Machine learning of optical properties of materials - predicting spectra from images and images from spectra HS Stein, D Guevarra, PF Newhouse, E Soedarmadji, JM Gregoire Chemical Science, 2018 | 79 | 2018 |
| Rutile alloys in the Mn-Sb-O system stabilize Mn+3 to enable oxygen evolution in strong acid L Zhou, A Shinde, JH Montoya, A Singh, S Gul, J Yano, Y Ye, EJ Crumlin, ... ACS Catalysis, 10.1021/acscatal.8b02689, 2018 | 78 | 2018 |
| Benchmarking the Acceleration of Materials Discovery by Sequential Learning B Rohr, H Stein, D Guevarra, Y Wang, J Haber, M Aykol, S Suram, ... chemrxiv, 10.26434/chemrxiv.113036, 2019 | 75 | 2019 |
| Analyzing machine learning models to accelerate generation of fundamental materials insights M Umehara, HS Stein, D Guevarra, PF Newhouse, DA Boyd, JM Gregoire npj Computational Materials 5, 34, 2019 | 71 | 2019 |
| Accelerated atomic-scale exploration of phase evolution in compositionally complex materials YJ Li, A Savan, A Kostka, HS Stein, A Ludwig Materials Horizons 5 (1), 86-92, 2018 | 71 | 2018 |
| Fe–Cr–Al containing oxide semiconductors as potential solar water-splitting materials K Sliozberg, HS Stein, C Khare, BA Parkinson, A Ludwig, W Schuhmann ACS applied materials & interfaces 7 (8), 4883-4889, 2015 | 40 | 2015 |
| A roadmap for transforming research to invent the batteries of the future designed within the european large scale research initiative battery 2030+ J Amici, P Asinari, E Ayerbe, P Barboux, P Bayle‐Guillemaud, RJ Behm, ... Advanced Energy Materials 12 (17), 2102785, 2022 | 38 | 2022 |
| Correlating Oxygen Evolution Catalysts Activity and Electronic Structure by a High-Throughput Investigation of Ni1-y-zFeyCrzOx C Schwanke, HS Stein, L Xi, K Sliozberg, W Schuhmann, A Ludwig, ... Scientific Reports 7, 44192, 2017 | 35 | 2017 |
| Combinatorial screening of Pd-based quaternary electrocatalysts for oxygen reduction reaction in alkaline media J Li, HS Stein, K Sliozberg, J Liu, Y Liu, G Sertic, E Scanley, A Ludwig, ... Journal of Materials Chemistry A 5, 67-72, 2016 | 33 | 2016 |
| Tracking materials science data lineage to manage millions of materials experiments and analyses E Soedarmadji, HS Stein, SK Suram, D Guevarra, JM Gregoire npj Coputational Materials 5, 79, 2019 | 31 | 2019 |
| A structure zone diagram obtained by simultaneous deposition on a novel step heater: A case study for Cu2O thin films H Stein, D Naujoks, D Grochla, C Khare, R Gutkowski, S Grützke, ... Phys. Status Solidi A 212 (12), 2798–2804, 2015 | 28 | 2015 |
| High‐throughput experimentation and computational freeway lanes for accelerated battery electrolyte and interface development research A Benayad, D Diddens, A Heuer, AN Krishnamoorthy, M Maiti, FL Cras, ... Advanced Energy Materials 12 (17), 2102678, 2022 | 22 | 2022 |
| Multi-component background learning automates signal detection for spectroscopic data SE Ament, HS Stein, D Guevarra, L Zhou, JA Haber, DA Boyd, ... npj Computational Materials 5, 77, 2019 | 22 | 2019 |
| Functional mapping reveals mechanistic clusters for OER catalysis across (Cu-Mn-Ta-Co-Sn-Fe)Ox composition and pH space HS Stein, D Guevarra, A Shine, R Jones, JM Gregoire, JA Haber Materials Horizons, 10.1039/C8MH01641K, 2019 | 22 | 2019 |
| Expediting combinatorial data set analysis by combining human and algorithmic analysis HS Stein, S Jiao, A Ludwig ACS combinatorial science 19 (1), 1-8, 2017 | 22 | 2017 |
John M. GregoireCaltechПотвърден имейл адрес: caltech.edu
