Efi-Maria Papia

Materials Science · Physical Sciences

4h-index69citations20works1.92yr avg
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Research Topics

Electron and X-Ray Spectroscopy Techniques(7), Machine Learning in Materials Science(4), Neural Networks and Applications(3), Color Science and Applications(3), Aesthetic Perception and Analysis(3)

Publications20 total

Diffusion models for defect detection in SEM images of contact hole patterns
2026
Reconstruction of 3D line/space pattern morphologies from top-down SEM images
2026
Data-driven investigation of analytical relationships in moiré structured materials
Computational Materials Science·2025Open Access
Measurement of thickness of thin coatings on rough substrates via computational analysis of SEM images
Micro and Nano Engineering·2025Open Access
Computational methods in nanometrology: the challenges of resolution and stochasticity
Frontiers in Nanotechnology·2025· 2 citedOpen Access
Spatial Patterns in Fibrous Materials: A Metrological Framework for Pores and Junctions
Metrology·2025Open Access
Machine learning applications in SEM-based pore analysis: a review
Microporous and Mesoporous Materials·2025· 12 citedOpen Access
Quantifying subtle color transitions in Mark Rothko's abstract paintings through K-means clustering and Delta E analysis
Journal of Cultural Heritage·2025· 3 citedOpen Access
SEM-based analysis of pore uniformity: effects of pore positions and sizes
SSRN Electronic Journal·2025Open Access
Complexity analysis of challenges and speckle patterns in an Optical Physical Unclonable Function
Chaos Solitons & Fractals·2024· 3 cited
Use case of Symbolic Regression in Moiré patterns using simulated data
2024Open Access
Machine Learning Applications in Nanotechnology Manufacturing: From Etching Accuracy to Deposition Prediction
2024· 1 citedOpen Access
Inverse design of Hexagonal Moiré Materials: Machine Learning for tunable pore properties
2024· 1 citedOpen Access
Quantifying pore spatial uniformity: Application on membranes before and after plasma etching
Micro and Nano Engineering·2024· 6 citedOpen Access
Quantifying Subtle Color Transitions in Mark Rothko's Abstract Paintings Through K-Means Clustering and Delta E Analysis
SSRN Electronic Journal·2024Open Access
Entropy and complexity analysis of AI-generated and human-made paintings
Chaos Solitons & Fractals·2023· 21 cited
Entropy and Complexity Analysis of AI-Generated and Human-Made Paintings
SSRN Electronic Journal·2023· 4 citedOpen Access
Measuring the randomness of micro‐ and nanostructure spatial distributions: Effects of scanning electron microscope image processing and analysis
Journal of Microscopy·2022· 15 cited
Measuring the randomness of micro and nanostructure spatial distributions: Effects of Scanning Electron Microscope image processing and analysis
arXiv (Cornell University)·2022Open Access
Measuring the Randomness of Micro and Nanostructure Spatial Distributions: Effects of Scanning Electron Microscope Image Processing and Analysis
SSRN Electronic Journal·2022· 1 citedOpen Access

Frequent Co-authors

Vassilios Constantoudis(16), Alex Kondi(13), Εvangelos Gogolides(6), A. Mavrogonatos(2), Panagiotis Dimitrakellis(2), Youmin Hou(2), Michael Kappl(2), Dimitrios Nioras(2), V. Constantoudis(2), Alex Kondi(2), Dimitris E. Ioannou(1), Angelos Zeniou(1), Pankaj B. Shah(1), Christos Veinidis(1), Μαριαλένα Ακριώτου(1), Dimitris Syvridis(1), Eleni Stai(1), Prexa Shah(1), Vikramjeet Singh(1), Manish K. Tiwari(1)