Roger French

Kyocera Professor

Case Western Reserve University

United States

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About

Roger French is the Kyocera Professor at Case Western Reserve University in the United States. His research focuses on materials data science, additive manufacturing, and advanced imaging techniques. Notable recent work includes the development of a kinematic-diffraction simulator for neural-network training and automated image processing pipelines for analyzing pitting corrosion in aluminum. His contributions also encompass data-driven protocols for studying polymer degradation and statistical modeling of photovoltaic systems.

Articles (18)

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2025

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2024

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2021

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2021

Collaborators (12)

Daisuke Morikawa

Assistant professor

Tohoku University

JAPAN

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Bryan Huey

Professor and Department Head

University of Connecticut

UNITED STATES

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Frank Ernst

Professor / Department Chair

Case Western Reserve University

UNITED STATES

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Anirban Mondal

Associate Professor

Case Western Reserve University

UNITED STATES

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Pawan Kumar Tripathi

Research Assistant Professor

Case Western Reserve University

UNITED STATES

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Dylan Colvin

Assistant Research Professor

University of Central Florida

UNITED STATES

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Laura Bruckman

Associate Professor

Case Western Reserve University

UNITED STATES

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Matthew Willard

Case Western Reserve University

UNITED STATES

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Karl A. Berger

AIT Austrian Institute of Technology GmbH

AUSTRIA

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Gernot Oreski

Lecturer

Montanuniversität Leoben

AUSTRIA

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Alexis Abramson

Professor and Dean

Dartmouth College

UNITED STATES

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Fang Li

Arizona State University - Polytechnic Campus

UNITED STATES

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Roger French

Research Interests

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About

Articles (18)

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

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

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

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

A data integration framework of additive manufacturing based on FAIR principles

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

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

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

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

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

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

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

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

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

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

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

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

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

Collaborators (12)

Daisuke Morikawa

Bryan Huey

Frank Ernst

Anirban Mondal

Pawan Kumar Tripathi

Dylan Colvin

Laura Bruckman

Matthew Willard

Karl A. Berger

Gernot Oreski

Alexis Abramson

Fang Li

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