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Claire E. Heaney — most-cited papers & profile · AI for Science
← authors
·
overview
Claire E. Heaney
5
papers ·
24
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Solving the Discretised Multiphase Flow Equations with Interface Capturing on Structured Grids Using Machine Learning Libraries
2024 · 17 citations
Neural Physics: Using AI Libraries to Develop Physics-Based Solvers for Incompressible Computational Fluid Dynamics
2024 · 7 citations
Quantum Neural Physics: Solving Partial Differential Equations on Quantum Simulators using Quantum Convolutional Neural Networks
2026
Surrogate models for Rock-Fluid Interaction: A Grid-Size-Invariant Approach
2026
Parameter estimation for land-surface models using Neural Physics
2025
Top co-authors
Boyang Chen
· 2
Christopher C. Pain
· 2
Ahmed H. Elsheikh
· 1
Aniket C. Joshi
· 1
Boyang Chen
· 1
Christopher C. Pain
· 1
Christopher C. Pain
· 1
Donghu Guo
· 1
Fazal Chaudry
· 1
Hannah P. Menke
· 1
Jefferson L. M. A. Gomes
· 1
Jiansheng Xiang
· 1
Topics
Physics ML
Math & Equations
Materials
Climate & Weather