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Tymofii Nikolaienko — most-cited papers & profile · AI for Science
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Tymofii Nikolaienko
3
papers ·
2
citations
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Most-cited papers
Accurate and Fast Fischer-Tropsch Reaction Microkinetics using PINNs
2023 · 2 citations
ML-based Method for Solving the Microkinetic Model of Fischer-Tropsch Synthesis with Varying Catalyst/Reactor Parameters
2025
Physics-informed neural networks need a physicist to be accurate: the case of mass and heat transport in Fischer-Tropsch catalyst particles
2024
Top co-authors
Aniruddha Panda
· 3
Kaushic Kalyanaraman
· 2
Stanislav Jaso
· 2
Subodh Madhav Joshi
· 2
Alejandro Lopez
· 1
Harshil Patel
· 1
Harshil Patel
· 1
Stanislav Jaso and Kaushic Kalyanaraman
· 1
Taras Demchuk
· 1
Topics
Chemistry
Physics ML
Materials
Math & Equations