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researcher

S. Jaso

3 papers hereh-index 26 citations6 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • cond-mat.dis-nn1

identity via Semantic Scholar / OpenAlex

activity
20232025
most citedAccurate and Fast Fischer-Tropsch Reaction Microkinetics using PINNs

2 citations · 2 across the 3 of their papers we have counts for

collaborators
Showing 2025Show all

1 paper · 1 filter

cond-mat.dis-nn2025

ML-based Method for Solving the Microkinetic Model of Fischer-Tropsch Synthesis with Varying Catalyst/Reactor Parameters

Taras Demchuk, Tymofii Nikolaienko, Aniruddha Panda +3

This study introduces a physics-informed machine learning framework to accelerate the computation of the microkinetic model of Fischer-Tropsch synthesis. A neural network, trained…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.