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Kristofer Reyes
Kristofer Reyes
Materials Design and Innovation, University at Buffalo
Verified email at buffalo.edu - Homepage
Title
Cited by
Cited by
Year
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
2422020
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
1872021
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
1872020
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 87 (16), 165406, 2013
902013
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
762021
The machine learning revolution in materials?
KG Reyes, B Maruyama
MRS Bulletin 44 (7), 530-537, 2019
642019
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
562020
Accelerated AI development for autonomous materials synthesis in flow
RW Epps, AA Volk, KG Reyes, M Abolhasani
Chemical science 12 (17), 6025-6036, 2021
452021
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
442023
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
432015
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
42*2021
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
402015
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
272013
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
222022
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
212017
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
192014
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
152022
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
132022
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
132021
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
102023
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Articles 1–20