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Anjana Puliyanda
Anjana Puliyanda
Postdoctoral Researcher, University of Alberta
在 ualberta.ca 的电子邮件经过验证 - 首页
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引用次数
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A review of automated and data-driven approaches for pathway determination and reaction monitoring in complex chemical systems
A Puliyanda, K Srinivasan, K Sivaramakrishnan, V Prasad
Digital Chemical Engineering 2, 100009, 2022
152022
Data fusion by joint non-negative matrix factorization for hypothesizing pseudo-chemistry using Bayesian networks
A Puliyanda, K Sivaramakrishnan, Z Li, A de Klerk, V Prasad
Reaction Chemistry & Engineering 5 (9), 1719-1737, 2020
132020
A perspective on the impact of process systems engineering on reaction engineering
K Sivaramakrishnan, A Puliyanda, DT Tefera, A Ganesh, ...
Industrial & Engineering Chemistry Research 58 (26), 11149-11163, 2019
132019
A data-driven approach to generate pseudo-reaction sequences for the thermal conversion of Athabasca bitumen
K Sivaramakrishnan, A Puliyanda, A de Klerk, V Prasad
Reaction Chemistry & Engineering 6 (3), 505-537, 2021
122021
Structure-preserving joint non-negative tensor factorization to identify reaction pathways using Bayesian networks
A Puliyanda, K Sivaramakrishnan, Z Li, A de Klerk, V Prasad
Journal of Chemical Information and Modeling 61 (12), 5747-5762, 2021
82021
Process modelling and optimization of design parameters in a falling film plate and frame evaporator
A Donaldson, A Thimmaiah
Proceedings of the 2016 COMSOL Conference, in Bangalore, 1-9, 2016
72016
Benchmarking chemical neural ordinary differential equations to obtain reaction network-constrained kinetic models from spectroscopic data
A Puliyanda, K Srinivasan, Z Li, V Prasad
Engineering Applications of Artificial Intelligence 125, 106690, 2023
42023
Real-time monitoring of reaction mechanisms from spectroscopic data using hidden semi-Markov models for mode identification
A Puliyanda, Z Li, V Prasad
Journal of Process Control 117, 188-205, 2022
32022
Data Fusion-Based Approach for the Investigation of Reaction Networks in Hydrous Pyrolysis of Biomass
F Sattari, K Srinivasan, A Puliyanda, V Prasad
Industrial & Engineering Chemistry Research 62 (10), 4422-4432, 2023
12023
Automated generation of reaction network hypotheses for complex feedstocks
K Srinivasan, A Puliyanda, V Prasad
2022 IEEE International Symposium on Advanced Control of Industrial …, 2022
12022
Machine learning-based monitoring of complex reactive systems
AT Puliyanda
12022
Model-based catalyst screening and optimal experimental design for the oxidative coupling of methane
A Puliyanda
Digital Chemical Engineering, 100160, 2024
2024
Identification of Reaction Network Hypotheses for Complex Feedstocks from Spectroscopic Measurements with Minimal Human Intervention
K Srinivasan, A Puliyanda, V Prasad
The Journal of Physical Chemistry A, 2024
2024
A 3d convolutional neural network autoencoder for predicting solvent configuration changes in condensed phase biomass reactions
A Puliyanda, AMD Padmanathan, SH Mushrif, V Prasad
Digital Discovery 3 (6), 1130-1143, 2024
2024
Online Monitoring Based on Reaction Network and Kinetic Model Identification from Spectroscopic Data without a Priori knowledge of Species and Reactions
A Puliyanda, K Srinivasan, V Prasad
2021 AIChE Annual Meeting, 2021
2021
Application of Chemometric Methods to Generate Reaction Pathway Hypotheses for the Thermal Cracking of Athabasca Bitumen
K Sivaramakrishnan, A Puliyanda, A De Klerk, V Prasad
2019 AIChE Annual Meeting, 2019
2019
Simultaneous Canonical Polyadic Decomposition As a Data Fusion Algorithm to Develop Pseudo-Chemistry from Spectral Data
A Puliyanda, A De Klerk, Z Li, V Prasad
2019 AIChE Annual Meeting, 2019
2019
Numerical Analysis of Flow Characterization in a Continuous Crystallizer
A Thimmaiah, L Falleiro, A Naval, A Ambekar, BA Ali
IJCST 33, 43, 2016
2016
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