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researcher

C. Batuwatta-Gamage

2 papers hereh-index 7416 citations11 works total

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

author position
  • middle author1

Across the 1 of 2 papers where every author was matched, so the position is known.

fields
  • cs.CE1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

most citedAn introduction to programming Physics-Informed Neural Network-based computational solid mechanics

3 citations · 5 across the 2 of their papers we have counts for

collaborators

2 papers

cs.LG2025★ 2 cited

Physics-Informed Machine Learning for Microscale Drying of Plant-Based Foods: A Systematic Review of Computational Models and Experimental Insights

C. P. Batuwatta-Gamage, H. Jeong, HCP Karunasena +3

This review examines the current state of research on microscale cellular changes during the drying of plant-based food materials (PBFM), with particular emphasis on computational…

cs.CE2022★ 3 cited

An introduction to programming Physics-Informed Neural Network-based computational solid mechanics

Jinshuai Bai, Hyogu Jeong, C. P. Batuwatta-Gamage +6

Physics-informed neural network (PINN) has recently gained increasing interest in computational mechanics. In this work, we present a detailed introduction to programming PINN-base…

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