| Artificial chemist: an autonomous quantum dot synthesis bot RW Epps, MS Bowen, AA Volk, K Abdel‐Latif, S Han, KG Reyes, ... Advanced Materials 32 (30), 2001626, 2020 | 299 | 2020 |
| Autonomous experimentation systems for materials development: A community perspective E Stach, B DeCost, AG Kusne, J Hattrick-Simpers, KA Brown, KG Reyes, ... Matter 4 (9), 2702-2726, 2021 | 251* | 2021 |
| A Bayesian experimental autonomous researcher for mechanical design AE Gongora, B Xu, W Perry, C Okoye, P Riley, KG Reyes, EF Morgan, ... Science advances 6 (15), eaaz1708, 2020 | 244 | 2020 |
| Unified model of droplet epitaxy for compound semiconductor nanostructures: experiments and theory K Reyes, P Smereka, D Nothern, JM Millunchick, S Bietti, C Somaschini, ... Physical Review B—Condensed Matter and Materials Physics 87 (16), 165406, 2013 | 122 | 2013 |
| AlphaFlow: autonomous discovery and optimization of multi-step chemistry using a self-driven fluidic lab guided by reinforcement learning AA Volk, RW Epps, DT Yonemoto, BS Masters, FN Castellano, KG Reyes, ... Nature Communications 14 (1), 1403, 2023 | 96 | 2023 |
| Self‐driven multistep quantum dot synthesis enabled by autonomous robotic experimentation in flow K Abdel-Latif, RW Epps, F Bateni, S Han, KG Reyes, M Abolhasani Advanced Intelligent Systems 3 (2), 2000245, 2021 | 95 | 2021 |
| The machine learning revolution in materials? KG Reyes, B Maruyama MRS Bulletin 44 (7), 530-537, 2019 | 79 | 2019 |
| Prediction of nanoscale friction for two-dimensional materials using a machine learning approach B Sattari Baboukani, Z Ye, K G Reyes, PC Nalam Tribology Letters 68, 1-14, 2020 | 71 | 2020 |
| Using simulation to accelerate autonomous experimentation: A case study using mechanics AE Gongora, KL Snapp, E Whiting, P Riley, KG Reyes, EF Morgan, ... Iscience 24 (4), 2021 | 56* | 2021 |
| Accelerated AI development for autonomous materials synthesis in flow RW Epps, AA Volk, KG Reyes, M Abolhasani Chemical science 12 (17), 6025-6036, 2021 | 51 | 2021 |
| Optimal learning in experimental design using the knowledge gradient policy with application to characterizing nanoemulsion stability S Chen, KRG Reyes, MK Gupta, MC McAlpine, WB Powell SIAM/ASA Journal on Uncertainty Quantification 3 (1), 320-345, 2015 | 45 | 2015 |
| Nested-batch-mode learning and stochastic optimization with an application to sequential multistage testing in materials science Y Wang, KG Reyes, KA Brown, CA Mirkin, WB Powell SIAM Journal on Scientific Computing 37 (3), B361-B381, 2015 | 40 | 2015 |
| Mechanisms of ring and island formation in lattice mismatched droplet epitaxy M DeJarld, K Reyes, P Smereka, JM Millunchick Applied Physics Letters 102 (13), 2013 | 27 | 2013 |
| Autonomous nanocrystal doping by self‐driving fluidic micro‐processors F Bateni, RW Epps, K Antami, R Dargis, JA Bennett, KG Reyes, ... Advanced Intelligent Systems 4 (5), 2200017, 2022 | 25 | 2022 |
| Optimization of a novel biophysical model using large scale in vivo antisense hybridization data displays improved prediction capabilities of structurally accessible RNA regions J Vazquez-Anderson, MK Mihailovic, KC Baldridge, KG Reyes, K Haning, ... Nucleic acids research 45 (9), 5523-5538, 2017 | 24 | 2017 |
| Exact Gaussian processes for massive datasets via non-stationary sparsity-discovering kernels MM Noack, H Krishnan, MD Risser, KG Reyes Scientific reports 13 (1), 3155, 2023 | 22 | 2023 |
| Designing lattices for impact protection using transfer learning AE Gongora, KL Snapp, R Pang, TM Tiano, KG Reyes, E Whiting, ... Matter 5 (9), 2829-2846, 2022 | 22 | 2022 |
| Engineering Gelation Kinetics in Living Silk Hydrogels by Differential Dynamic Microscopy Microrheology and Machine Learning RL Martineau, AV Bayles, CS Hung, KG Reyes, ME Helgeson, MK Gupta Advanced Biology 6 (1), 2101070, 2022 | 22 | 2022 |
| Ordered arrays of embedded Ga nanoparticles on patterned silicon substrates M Bollani, S Bietti, C Frigeri, D Chrastina, K Reyes, P Smereka, ... Nanotechnology 25 (20), 205301, 2014 | 21 | 2014 |
| Advanced machine learning decision policies for diameter control of carbon nanotubes R Rao, J Carpena-Núñez, P Nikolaev, MA Susner, KG Reyes, ... npj Computational Materials 7 (1), 157, 2021 | 19 | 2021 |
Milad AbolhasaniALCOA Professor and University Faculty Scholar at NC State University確認したメール アドレス: ncsu.edu
