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Roger French

Kyocera Professor

Case Western Reserve University

United States

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Research Interests

Hardware Engineering

30%

Materials Chemistry

20%

Silicon Technology

40%

Photovoltaic

40%

Degradation Modeling

30%

Thin Film Physics

20%

Solid-state Electronics

20%

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Articles18

2D-diffractogram analysis: Kinematic-diffraction simulator for neural-network training-data generation

Article Link

Year:

2025

Automated Image Segmentation and Processing Pipeline Applied to X‐Ray Computed Tomography Studies of Pitting Corrosion in Aluminum Wires

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Year:

2025

Correction: Image-Based Fracture Surface Defect Characterization Methods for Additively Manufactured Ti-6Al-4V Tested in Fatigue

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Year:

2025

Towards a study protocol: A data-driven workflow to identify error sources in direct ink write mechatronics

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Year:

2024

A data integration framework of additive manufacturing based on FAIR principles

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Year:

2024

Materials data science using CRADLE: A distributed, data-centric approach

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Year:

2024

Exploring 2D X-ray diffraction phase fraction analysis with convolutional neural networks: Insights from kinematic-diffraction simulations

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Year:

2024

Statistical analysis and degradation pathway modeling of photovoltaic minimodules with varied packaging strategies

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Year:

2023

Temperature dependence of crystal growth behavior of AlN on Ni–Al using electromagnetic levitation and computer vision technique

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Year:

2023

Lifetime and Degradation Study of Poly(Methyl Methacrylate) via a Data-Driven Study Protocol Approach

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Year:

2023

Characterization of front contact degradation in monocrystalline and multicrystalline silicon photovoltaic modules following damp heat exposure

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Year:

2022

Motivation, benefits, and challenges for new photovoltaic material & module developments

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Year:

2022

Consolidated modeling and prediction of heat transfer coefficients for saturated flow boiling in mini/micro-channels using machine learning methods

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Year:

2022

Multiscale Characterization of Photovoltaic Modules - Case Studies of Contact and Interconnect Degradation

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Year:

2022

Evaluation of cooling setpoint setback savings in commercial buildings using electricity and exterior temperature time series data

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Year:

2021

Degradation mechanisms and partial shading of glass-backsheet and double-glass photovoltaic modules in three climate zones determined by remote monitoring of time-series current–voltage and power datastreams

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Year:

2021

Employing Weibull Analysis and Weakest Link Theory to Resolve Crystalline Silicon PV Cell Strength Between Bare Cells and Reduced- and Full-Sized Modules

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Year:

2021

International collaboration framework for the calculation of performance loss rates: Data quality, benchmarks, and trends (towards a uniform methodology)

Article Link

Year:

2021

Collaborators12

Daisuke Morikawa

Assistant professor

Tohoku University

JAPAN

Bryan Huey

Professor and Department Head

University of Connecticut

UNITED STATES

Frank Ernst

Professor / Department Chair

Case Western Reserve University

UNITED STATES

Anirban Mondal

Associate Professor

Case Western Reserve University

UNITED STATES

Pawan Kumar Tripathi

Research Assistant Professor

Case Western Reserve University

UNITED STATES

Dylan Colvin

Assistant Research Professor

University of Central Florida

UNITED STATES

Laura Bruckman

Associate Professor

Case Western Reserve University

UNITED STATES

Matthew Willard

Case Western Reserve University

UNITED STATES

Karl A. Berger

AIT Austrian Institute of Technology GmbH

AUSTRIA

Gernot Oreski

Lecturer

Montanuniversität Leoben

AUSTRIA

Alexis Abramson

Professor and Dean

Dartmouth College

UNITED STATES

Fang Li

Arizona State University - Polytechnic Campus

UNITED STATES

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