Deephyper: Asynchronous hyperparameter search for deep neural networks P Balaprakash, M Salim, TD Uram, V Vishwanath, SM Wild 2018 IEEE 25th international conference on high performance computing (HiPC …, 2018 | 164 | 2018 |
Ab initio molecular dynamics of liquid water using embedded-fragment second-order many-body perturbation theory towards its accurate property prediction SY Willow, MA Salim, KS Kim, S Hirata Scientific reports 5 (1), 14358, 2015 | 112 | 2015 |
Scalable reinforcement-learning-based neural architecture search for cancer deep learning research P Balaprakash, R Egele, M Salim, S Wild, V Vishwanath, F Xia, T Brettin, ... Proceedings of the international conference for high performance computing …, 2019 | 59 | 2019 |
Balsam: Automated scheduling and execution of dynamic, data-intensive hpc workflows MA Salim, TD Uram, JT Childers, P Balaprakash, V Vishwanath, ... arXiv preprint arXiv:1909.08704, 2019 | 42 | 2019 |
Ice Ih anomalies: Thermal contraction, anomalous volume isotope effect, and pressure-induced amorphization MA Salim, SY Willow, S Hirata The Journal of Chemical Physics 144 (20), 2016 | 33 | 2016 |
Exaworks: Workflows for exascale A Al-Saadi, DH Ahn, Y Babuji, K Chard, J Corbett, M Hategan, S Herbein, ... 2021 IEEE Workshop on Workflows in Support of Large-Scale Science (WORKS), 50-57, 2021 | 29 | 2021 |
Balsam: Near real-time experimental data analysis on supercomputers M Salim, T Uram, JT Childers, V Vishwanath, M Papka 2019 IEEE/ACM 1st Annual Workshop on Large-scale Experiment-in-the-Loop …, 2019 | 18 | 2019 |
Intelligent resolution: Integrating cryo-em with ai-driven multi-resolution simulations to observe the sars-cov-2 replication-transcription machinery in action A Trifan, D Gorgun, Z Li, A Brace, M Zvyagin, H Ma, A Clyde, D Clark, ... bioRxiv, 2021.10. 09.463779, 2021 | 12 | 2021 |
Toward an automated HPC pipeline for processing large scale electron microscopy data R Vescovi, H Li, J Kinnison, M Keçeli, M Salim, N Kasthuri, TD Uram, ... 2020 IEEE/ACM 2nd Annual Workshop on Extreme-scale Experiment-in-the-Loop …, 2020 | 10 | 2020 |
Stream-ai-md: Streaming ai-driven adaptive molecular simulations for heterogeneous computing platforms A Brace, M Salim, V Subbiah, H Ma, M Emani, A Trifa, AR Clyde, C Adams, ... Proceedings of the Platform for Advanced Scientific Computing Conference, 1-13, 2021 | 9 | 2021 |
Artificial intelligence guided studies of van der Waals magnets TD Rhone, R Bhattarai, H Gavras, B Lusch, M Salim, M Mattheakis, ... Advanced Theory and Simulations 6 (6), 2300019, 2023 | 7 | 2023 |
Intelligent resolution: Integrating Cryo-EM with AI-driven multi-resolution simulations to observe the severe acute respiratory syndrome coronavirus-2 replication-transcription … A Trifan, D Gorgun, M Salim, Z Li, A Brace, M Zvyagin, H Ma, A Clyde, ... The international journal of high performance computing applications 36 (5-6 …, 2022 | 7 | 2022 |
Ab initio Ice, Dry Ice, and Liquid Water S Hirata, K Gilliard, X He, M Keçeli, J Li, M A. Salim, O Sode, K Yagi Fragmentation: Toward Accurate Calculations on Complex Molecular Systems …, 2017 | 4 | 2017 |
Toward real-time analysis of experimental science workloads on geographically distributed supercomputers M Salim, T Uram, JT Childers, V Vishwanath, ME Papka arXiv preprint arXiv:2105.06571, 2021 | 3 | 2021 |
Artificial Intelligence Guided Studies of van der Waals Magnets (Adv. Theory Simul. 6/2023) TD Rhone, R Bhattarai, H Gavras, B Lusch, M Salim, M Mattheakis, ... Advanced Theory and Simulations 6 (6), 2370014, 2023 | | 2023 |
Artificial intelligence guided materials discovery of van der Waals magnets TD Rhone, B Lusch, M Salim, H Gavras, V Neema, D Larson, E Kaxiras APS March Meeting Abstracts 2023, A53. 014, 2023 | | 2023 |
Embedded-fragment studies of ice, water, and molecular cluster cations MA Salim University of Illinois at Urbana-Champaign, 2017 | | 2017 |
Anomalies of ice Ih in second-order many-body perturbation theory M Salim, S Hirata ABSTRACTS OF PAPERS OF THE AMERICAN CHEMICAL SOCIETY 253, 2017 | | 2017 |
Fragmentation: Toward Accurate Calculations on Complex Molecular Systems K Yu, CM Krauter, JM Dieterich, EA Carter, DG Fedorov, K Kitaura, ... John Wiley & Sons, Ltd, 2017 | | 2017 |
Levental, Maksim 35 Li, Hanyu 16 Libera, Joseph 35 Marchant, David 23 Munk, Rasmus 23 K Antypas, S Aslan, D Bard, T Bicer, B Blaiszik, E Brenne, S Byna, ... | | |