Prati
Jared O'Leary
Jared O'Leary
SirenOpt Inc.
Potvrđena adresa e-pošte na sirenopt.com
Naslov
Citirano
Citirano
Godina
Stochastic model predictive control—how does it work?
TAN Heirung, JA Paulson, J O’Leary, A Mesbah
Computers & Chemical Engineering 114, 158-170, 2018
1942018
Deep learning for classification of the chemical composition of particle defects on semiconductor wafers
J O’Leary, K Sawlani, A Mesbah
IEEE Transactions on Semiconductor Manufacturing 33 (1), 72-85, 2020
622020
Stochastic physics-informed neural ordinary differential equations
J O'Leary, JA Paulson, A Mesbah
Journal of Computational Physics 468, 111466, 2022
57*2022
Deep learning for characterizing the self-assembly of three-dimensional colloidal systems
J O’Leary, R Mao, EJ Pretti, JA Paulson, J Mittal, A Mesbah
Soft Matter 17 (4), 989-999, 2021
262021
A deep learning framework discovers compositional order and self-assembly pathways in binary colloidal mixtures
R Mao, J O’Leary, A Mesbah, J Mittal
JACS Au 2 (8), 1818-1828, 2022
112022
A physics-informed deep learning approach for minimum effort stochastic control of colloidal self-assembly
I Nodozi, J O’Leary, A Mesbah, A Halder
2023 American Control Conference (ACC), 609-615, 2023
102023
Identification of volatile organic compounds (VOCs) by SPME-GC-MS to detect Aspergillus flavus infection in pistachios
L Afsah-Hejri, P Rajaram, J O'Leary, J McGivern, R Baxter, A Mesbah, ...
Food Control 154, 110033, 2023
92023
Novelty search for neuroevolutionary reinforcement learning of deceptive systems: An application to control of colloidal self-assembly
J O’Leary, MM Khare, A Mesbah
2023 American Control Conference (ACC), 2776-2781, 2023
22023
Engineering of a miniaturized, robotic clinical laboratory
MB Nourse, K Engel, SG Anekal, JA Bailey, P Bhatta, DP Bhave, ...
Bioengineering & Translational Medicine 3 (1), 58-70, 2018
22018
Material characterization using cold atmospheric plasma
A Mesbah, J O'leary
US Patent App. 18/743,050, 2024
2024
Low-temperature plasma control system
A Mesbah, J O'leary, KJ Chan
US Patent App. 18/743,057, 2024
2024
Learning-Based Characterization and Control of Colloidal Self-Assembly Systems
J O'Leary
University of California, Berkeley, 2022
2022
Deep Learning for Characterizing the Structure of Three-Dimensional, Binary, Self-Assembled Colloidal Lattices
J O'Leary, R Mao, J Mittal, A Mesbah
2021 AIChE Annual Meeting, 2021
2021
Physics-Constrained Deep Learning of Unmodeled Physics in Systems Governed By Stochastic Differential Equations
J O'Leary, JA Paulson, A Mesbah
2021 AIChE Annual Meeting, 2021
2021
Deep Learning for Characterizing and Modeling the Dynamics of Complex Colloidal Self-Assembly Systems
J O'Leary, R Mao, E Pretti, J Mittal, A Mesbah
2020 Virtual AIChE Annual Meeting, 2020
2020
Deep learning for semiconductor defect classification
J O'Leary, K Sawlani, A Mesbah
Data Science Workshop – Lawrence Livermore National Laboratory, 2018
2018
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