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Employment (1)

Case Western Reserve University: Cleveland, OH, US

2011-08 to present | Associate Professor (Material Science and Engineering)
Employment
Source: Self-asserted source
Laura S. Bruckman

Education and qualifications (1)

University of South Carolina: Columbia, SC, US

2007-08 to 2011-08 | PhD (Chemistry and Biochemistry)
Education
Source: Self-asserted source
Laura S. Bruckman

Works (50 of 127)

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Page 1 of 3

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

Advanced Engineering Materials
2025-02 | Journal article
Contributors: Maliesha S. Kalutotage; Thomas G. Ciardi; Pawan K. Tripathi; Liangyi Huang; Jayvic Cristian Jimenez; Philip J. Noell; Laura S. Bruckman; Roger H. French; Alp Sehirlioglu
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Crossref

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

JOM
2025-01 | Journal article
Contributors: Austin Ngo; Kristen Hernandez; Ayorinde E. Olatunde; Thomas G. Ciardi; Alex Harding; Arafath Nihar; Anirban Mondal; Roger H. French; Laura S. Bruckman; John J. Lewandowski
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Crossref
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A data integration framework of additive manufacturing based on FAIR principles

MRS Advances
2024 | Journal article
EID:

2-s2.0-85194828122

Part of ISSN: 20598521
Contributors: Hernandez, K.J.; Barcelos, E.I.; Jimenez, J.C.; Nihar, A.; Tripathi, P.K.; Giera, B.; French, R.H.; Bruckman, L.S.
Source: Self-asserted source
Laura S. Bruckman via Scopus - Elsevier
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A General Materials Data Science Framework for Quantitative 2D Analysis of Particle Growth from Image Sequences

Integrating Materials and Manufacturing Innovation
2024 | Journal article
EID:

2-s2.0-85185936910

Part of ISSN: 21939772 21939764
Contributors: Nalin Venkat, S.; Ciardi, T.G.; Lu, M.; DeLeo, P.C.; Augustino, J.; Goodman, A.; Jimenez, J.C.; Mondal, A.; Ernst, F.; Orme, C.A. et al.
Source: Self-asserted source
Laura S. Bruckman via Scopus - Elsevier

Al Pitting Corrosion (XCT) - MDS: B&MG

OSF
2024 | Other
Contributors: Laura S. Bruckman; Maliesha Sumudumalie Kalutotage; Thomas Ciardi; Roger H. French; Pawan Tripathi
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DataCite

All the Defects - MDS: B&MG

OSF
2024 | Other
Contributors: Maliesha Sumudumalie Kalutotage; Kristen Hernandez; John Lewandowski; Pawan Tripathi; Laura S. Bruckman; Roger H. French; Thomas Ciardi
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DataCite

Comparison of Empirical and Data Driven Digital Twins for a PV+Battery Fleet

Conference Record of the IEEE Photovoltaic Specialists Conference
2024 | Conference paper
EID:

2-s2.0-85211583040

Part of ISBN: 9781665464260
Part of ISSN: 01608371
Contributors: Pierce, B.G.; Wieser, R.J.; Ciardi, T.G.; Yao, A.D.; French, R.H.; Bruckman, L.S.; Li, M.
Source: Self-asserted source
Laura S. Bruckman via Scopus - Elsevier

Continuing benefits of the Montreal Protocol and protection of the stratospheric ozone layer for human health and the environment

Photochemical and Photobiological Sciences
2024 | Journal article
EID:

2-s2.0-85193462039

Part of ISSN: 14749092 1474905X
Contributors: Madronich, S.; Bernhard, G.H.; Neale, P.J.; Heikkilä, A.; Andersen, M.P.S.; Andrady, A.L.; Aucamp, P.J.; Bais, A.F.; Banaszak, A.T.; Barnes, P.J. et al.
Source: Self-asserted source
Laura S. Bruckman via Scopus - Elsevier

Crystallites (AFM) - MDS: B&MG

OSF
2024 | Other
Contributors: Laura S. Bruckman; Yinghui Wu; Pawan Tripathi; Maliesha Sumudumalie Kalutotage; Roger H. French; Thomas Ciardi; Mingjian Lu
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Development of a Rapid Screening Protocol for Unencapsulated Silicon Architectures: High-Intensity UV Exposure of PERC and TOPCon

Conference Record of the IEEE Photovoltaic Specialists Conference
2024 | Conference paper
EID:

2-s2.0-85211645092

Part of ISBN: 9781665464260
Part of ISSN: 01608371
Contributors: Rasmussen, M.M.; Sempertegui, J.D.Z.; Gezelter, J.G.; Moser-Mancewicz, N.; Davis, K.O.; Bertoni, M.I.; Bruckman, L.S.; Martin, I.T.
Source: Self-asserted source
Laura S. Bruckman via Scopus - Elsevier

Environmental plastics in the context of UV radiation, climate change, and the Montreal Protocol

Global Change Biology
2024 | Journal article
EID:

2-s2.0-85190465664

Part of ISSN: 13652486 13541013
Contributors: Jansen, M.A.K.; Andrady, A.L.; Barnes, P.W.; Busquets, R.; Revell, L.E.; Bornman, J.F.; Aucamp, P.J.; Bais, A.F.; Banaszak, A.T.; Bernhard, G.H. et al.
Source: Self-asserted source
Laura S. Bruckman via Scopus - Elsevier

Fractography (SEM) - MDS: B&MG

OSF
2024 | Other
Contributors: Maliesha Sumudumalie Kalutotage; John Lewandowski; Thomas Ciardi; Kristen Hernandez; Roger H. French; Pawan Tripathi; Laura S. Bruckman
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DataCite

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

JOM
2024 | Journal article
EID:

2-s2.0-85195389914

Part of ISSN: 15431851 10474838
Contributors: Ngo, A.; Hernandez, K.; Olatunde, A.E.; Ciardi, T.G.; Harding, A.; Nifar, A.; Mondal, A.; French, R.H.; Bruckman, L.S.; Lewandowski, J.J.
Source: Self-asserted source
Laura S. Bruckman via Scopus - Elsevier

Investigating Contact Corrosion in Field-Exposed Photovoltaic Modules: A Multimodal Approach

Conference Record of the IEEE Photovoltaic Specialists Conference
2024 | Conference paper
EID:

2-s2.0-85211589457

Part of ISBN: 9781665464260
Part of ISSN: 01608371
Contributors: Liggett, M.; Colvin, D.J.; Ballen, A.; Babu, B.; Olrjen, W.C.; Yu, X.; Matam, M.; Seigneur, H.P.; Li, M.; Gabor, A.M. et al.
Source: Self-asserted source
Laura S. Bruckman via Scopus - Elsevier

Key Hole Defects

OSF
2024 | Other
Contributors: Pawan Tripathi; John Lewandowski; Kristen Hernandez; Roger H. French; Laura S. Bruckman; Maliesha Sumudumalie Kalutotage; Thomas Ciardi
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DataCite
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L-PBF High-Throughput Data Pipeline Approach for Multi-modal Integration

Integrating Materials and Manufacturing Innovation
2024 | Journal article
EID:

2-s2.0-85199064693

Part of ISSN: 21939772 21939764
Contributors: Hernandez, K.J.; Ciardi, T.G.; Yamamoto, R.; Lu, M.; Nihar, A.; Jimenez, J.C.; Tripathi, P.K.; Giera, B.; Forien, J.-B.; Lewandowski, J.J. et al.
Source: Self-asserted source
Laura S. Bruckman via Scopus - Elsevier

Lack of Fusion Defects - MDS: B&MG

OSF
2024 | Other
Contributors: Maliesha Sumudumalie Kalutotage; Kristen Hernandez; John Lewandowski; Pawan Tripathi; Laura S. Bruckman; Roger H. French; Thomas Ciardi
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DataCite

Large Scale, Data Driven, Digital Twin Models: Outlier Detection and Imputation

Conference Record of the IEEE Photovoltaic Specialists Conference
2024 | Conference paper
EID:

2-s2.0-85211579899

Part of ISBN: 9781665464260
Part of ISSN: 01608371
Contributors: Wieser, R.; Fan, Y.; Yu, X.; Braid, J.; Shaton, A.; Hoffman, A.; Spurgeon, B.; Gibbons, D.; Bruckman, L.S.; Wu, Y. et al.
Source: Self-asserted source
Laura S. Bruckman via Scopus - Elsevier

Materials Data Segmentation: Benchmark & Model Garden (MDS: B&MG)

OSF
2024 | Other
Contributors: Maliesha Sumudumalie Kalutotage; Vipin Chaudhary; Max A Liggett; Kristen Hernandez; John Lewandowski; Yinghui Wu; Mingjian Lu; Pawan Tripathi; Thomas Ciardi; Laura S. Bruckman et al.
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DataCite

Parallel-friendly Spatio-Temporal Graph Learning for Photovoltaic Degradation Analysis at Scale

arXiv
2024 | Other
EID:

2-s2.0-85185810674

Part of ISSN: 23318422
Contributors: Fan, Y.; Wieser, R.; Bruckman, L.; French, R.; Wu, Y.
Source: Self-asserted source
Laura S. Bruckman via Scopus - Elsevier

Plastics in the environment in the context of UV radiation, climate change and the Montreal Protocol: UNEP Environmental Effects Assessment Panel, Update 2023

Photochemical and Photobiological Sciences
2024 | Journal article
EID:

2-s2.0-85188461273

Part of ISSN: 14749092 1474905X
Contributors: Jansen, M.A.K.; Andrady, A.L.; Bornman, J.F.; Aucamp, P.J.; Bais, A.F.; Banaszak, A.T.; Barnes, P.W.; Bernhard, G.H.; Bruckman, L.S.; Busquets, R. et al.
Source: Self-asserted source
Laura S. Bruckman via Scopus - Elsevier

PVplr-python: Python Package Implementation of PVplr for Performance Loss Rate Analysis

Conference Record of the IEEE Photovoltaic Specialists Conference
2024 | Conference paper
EID:

2-s2.0-85211578831

Part of ISBN: 9781665464260
Part of ISSN: 01608371
Contributors: Wieser, R.; Pierce, B.; Fan, Y.; Braid, J.; Bruckman, L.S.; Wu, Y.; French, R.H.
Source: Self-asserted source
Laura S. Bruckman via Scopus - Elsevier

Using spatio-temporal graph neural networks to estimate fleet-wide photovoltaic performance degradation patterns

PLoS ONE
2024 | Journal article
EID:

2-s2.0-85185347003

Part of ISSN: 19326203
Contributors: Fan, Y.; Wieser, R.; Yu, X.; Wu, Y.; Bruckman, L.S.; French, R.H.
Source: Self-asserted source
Laura S. Bruckman via Scopus - Elsevier

Parallel-friendly Spatio-Temporal Graph Learning for Photovoltaic Degradation Analysis at Scale

2024-10-21 | Conference paper
Contributors: Yangxin Fan; Raymond Wieser; Laura S. Bruckman; Roger H. French; Yinghui Wu
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Crossref
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Towards a study protocol: A data-driven workflow to identify error sources in direct ink write mechatronics

MRS Advances
2024-04-24 | Journal article
Contributors: Hein Htet Aung; Jayvic Cristian Jimenez; Brian Au; Pigeon Caviness; Robert Cerda; Quynh D. Tran; Pawan Tripathi; Brian Giera; Roger H. French; Laura S. Bruckman
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Crossref
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Accelerating Cycles of Learning for Silicon Heterojunction Architectures: Experimental Design and Data-Driven Degradation Pathway Prediction

Conference Record of the IEEE Photovoltaic Specialists Conference
2023 | Conference paper
EID:

2-s2.0-85182789757

Part of ISBN: 9781665460590
Part of ISSN: 01608371
Contributors: Yu, X.; Zubieta, D.; Rasmussen, M.; Chen, C.-H.; Molto, C.; Bertoni, M.; Davis, K.O.; Bruckman, L.S.; Martin, I.T.
Source: Self-asserted source
Laura S. Bruckman via Scopus - Elsevier

Automated Workflows for Machine Learning on Photovoltaic Timeseries and UV Fluorescence Image Datasets Using FAIR Principles

Conference Record of the IEEE Photovoltaic Specialists Conference
2023 | Conference paper
EID:

2-s2.0-85182798572

Part of ISBN: 9781665460590
Part of ISSN: 01608371
Contributors: Oltjen, W.C.; Yu, X.; Li, M.; Colvin, D.J.; Sun, Y.; Seigneur, H.; Knodle, P.; Gabor, A.M.; Bruckman, L.S.; Davis, K.O. et al.
Source: Self-asserted source
Laura S. Bruckman via Scopus - Elsevier

Characterization of Field Exposed Photovoltaic Modules Featuring Signs of Contact Degradation

Conference Record of the IEEE Photovoltaic Specialists Conference
2023 | Conference paper
EID:

2-s2.0-85182756556

Part of ISBN: 9781665460590
Part of ISSN: 01608371
Contributors: Liggett, M.; Colvin, D.J.; Babu, B.; Oltjen, W.C.; Yu, X.; Matam, M.; Seigneur, H.P.; Li, M.; Gabor, A.M.; Knodle, P.J. et al.
Source: Self-asserted source
Laura S. Bruckman via Scopus - Elsevier

Field retrieved photovoltaic backsheet survey from diverse climate zones: Analysis of degradation patterns and phenomena

Solar Energy
2023 | Journal article
EID:

2-s2.0-85159317752

Part of ISSN: 0038092X
Contributors: Wieser, R.J.; Wang, Y.; Fairbrother, A.; Napoli, S.; Hauser, A.W.; Julien, S.; Gu, X.; O‘Brien, G.S.; Wan, K.-T.; Ji, L. et al.
Source: Self-asserted source
Laura S. Bruckman via Scopus - Elsevier

Field studies of PERC and Al-BSF PV module performance loss using power and I-V timeseries

Frontiers in Energy Research
2023 | Journal article
EID:

2-s2.0-85166386155

Part of ISSN: 2296598X
Contributors: Curran, A.J.; Yu, X.; Liu, J.; Colvin, D.J.; Iqbal, N.; Moran, T.; Brownell, B.; Li, M.; Davis, K.O.; Huey, B.D. et al.
Source: Self-asserted source
Laura S. Bruckman via Scopus - Elsevier

Rear-Side Irradiance Simulation of Field PV Modules

Conference Record of the IEEE Photovoltaic Specialists Conference
2023 | Conference paper
EID:

2-s2.0-85182799075

Part of ISBN: 9781665460590
Part of ISSN: 01608371
Contributors: Li, Z.; Wieser, R.J.; Yu, X.; Moffitt, S.L.; Zabalza, R.; Ayala, S.; Brown, M.; Gu, X.; Ji, L.; O'Brien, C. et al.
Source: Self-asserted source
Laura S. Bruckman via Scopus - Elsevier

Spatio-Temporal Denoising Graph Autoencoders with Data Augmentation for Photovoltaic Timeseries Data Imputation

arXiv
2023 | Other
EID:

2-s2.0-85148992177

Part of ISSN: 23318422
Contributors: Fan, Y.; Yu, X.; Wieser, R.; Meakin, D.; Shaton, A.; Jaubert, J.-N.; Flottemesch, R.; Howell, M.; Braid, J.; Bruckman, L.S. et al.
Source: Self-asserted source
Laura S. Bruckman via Scopus - Elsevier

Statistical Analysis and Degradation Pathway Modeling of PERC PV Minimodules with Different Packaging Strategies in Indoor Accelerated Exposures

Conference Record of the IEEE Photovoltaic Specialists Conference
2023 | Conference paper
EID:

2-s2.0-85182799110

Part of ISBN: 9781665460590
Part of ISSN: 01608371
Contributors: Venkat, S.N.; Liu, J.; Yu, X.; Oltjen, W.; Li, X.; Jaubert, J.-N.; Braid, J.L.; French, R.H.; Bruckman, L.S.
Source: Self-asserted source
Laura S. Bruckman via Scopus - Elsevier

Time-Series Imputation Using Graph Neural Networks and Denoising Autoencoders

Conference Record of the IEEE Photovoltaic Specialists Conference
2023 | Conference paper
EID:

2-s2.0-85182789922

Part of ISBN: 9781665460590
Part of ISSN: 01608371
Contributors: Wieser, R.; Fan, Y.; Yu, X.; Braid, J.; Shaton, A.; Hoffman, A.; Spurgeon, B.; Gibbons, D.; Bruckman, L.S.; Wu, Y. et al.
Source: Self-asserted source
Laura S. Bruckman via Scopus - Elsevier

Ultraviolet Fluorescence Images of Modules in the Field

OSF
2023 | Other
Contributors: Laura S. Bruckman; Andrew Gabor; Mengjie Li; Dylan J. Colvin; Akissi Yao; Danvers Johnston; Xuanji Yu; Peter Michael; Roger H. French; Kristopher Davis et al.
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DataCite

Using Neural Network Decomposition to Estimate Field Photovoltaic Performance Loss Rate

Conference Record of the IEEE Photovoltaic Specialists Conference
2023 | Conference paper
EID:

2-s2.0-85182795327

Part of ISBN: 9781665460590
Part of ISSN: 01608371
Contributors: Fan, Y.; Wieser, R.; Yu, X.; Braid, J.; Shaton, A.; Hoffman, A.; Didier, T.; Spurgeon, B.; Gibbons, D.; Bruckman, L.S. et al.
Source: Self-asserted source
Laura S. Bruckman via Scopus - Elsevier

Image Processing Pipeline for Fluoroelastomer Crystallite Detection in Atomic Force Microscopy Images

Integrating Materials and Manufacturing Innovation
2023-12 | Journal article
Part of ISSN: 2193-9764
Part of ISSN: 2193-9772
Contributors: Mingjian Lu; Sameera Nalin Venkat; Jube Augustino; David Meshnick; Jayvic Cristian Jimenez; Pawan K. Tripathi; Arafath Nihar; Christine A. Orme; Roger H. French; Laura S. Bruckman et al.
Source: Self-asserted source
Laura S. Bruckman
grade
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Lifetime and Degradation Study of Poly(Methyl Methacrylate) via a Data-Driven Study Protocol Approach

Integrating Materials and Manufacturing Innovation
2023-12 | Journal article | Author
Part of ISSN: 2193-9764
Part of ISSN: 2193-9772
Contributors: Hein Htet Aung; Donghui Li; Jiqi Liu; Chiara Barretta; Yiyang Sheng; Yea Jin Jo; Jayvic C. Jimenez; Erika I. Barcelos; Gernot Oreski; Roger H. French et al.
Source: Self-asserted source
Laura S. Bruckman
grade
Preferred source (of 2)‎

Spatio-Temporal Denoising Graph Autoencoders with Data Augmentation for Photovoltaic Data Imputation

Proceedings of the ACM on Management of Data
2023-05-26 | Journal article
Contributors: Yangxin Fan; Xuanji Yu; Raymond Wieser; David Meakin; Avishai Shaton; Jean-Nicolas Jaubert; Robert Flottemesch; Michael Howell; Jennifer Braid; Laura Bruckman et al.
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Crossref

Effects of UV radiation on natural and synthetic materials

Photochemical & Photobiological Sciences
2023-04-11 | Journal article
Contributors: A. L. Andrady; A. M. Heikkilä; K. K. Pandey; L. S. Bruckman; C. C. White; M. Zhu; L. Zhu
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Crossref
grade
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Statistical analysis and degradation pathway modeling of photovoltaic minimodules with varied packaging strategies

Frontiers in Energy Research
2023-03-16 | Journal article
Part of ISSN: 2296-598X
Contributors: Sameera Nalin Venkat; Xuanji Yu; Jiqi Liu; Jakob Wegmueller; Jayvic Cristian Jimenez; Erika I. Barcelos; Hein Htet Aung; Xinjun Li; Jean-Nicolas Jaubert; Roger H. French et al.
Source: Self-asserted source
Laura S. Bruckman
grade
Preferred source (of 2)‎

FAIRmaterials: Make Materials Data FAIR

2023-02 | Other
Contributors: Will C. Oltjen; Mingjian Lu; Liangyi Huang; Xuanji Yu; Arafath Nihar; Thomas G. Ciardi; Erika Barcelos; Pawan Tripathi; Abhishek Daundkar; Deepa Bhuvanagiri et al.
Source: Self-asserted source
Laura S. Bruckman

Accelerate Cycles of Learning: Unencapsulated Silicon Photovoltaic Cells to Environmental Stressors

Conference Record of the IEEE Photovoltaic Specialists Conference
2022 | Conference paper
EID:

2-s2.0-85142832634

Part of ISSN: 01608371
Contributors: Iqbal, N.; Chockalingam, N.K.; Coleman, K.A.; Fina, J.; Davis, K.O.; Bruckman, L.S.; Martin, I.T.
Source: Self-asserted source
Laura S. Bruckman via Scopus - Elsevier

Environmental effects of stratospheric ozone depletion, UV radiation, and interactions with climate change: UNEP Environmental Effects Assessment Panel, Update 2021

Photochemical and Photobiological Sciences
2022 | Journal article
EID:

2-s2.0-85125151425

Part of ISSN: 14749092 1474905X
Contributors: Barnes, P.W.; Robson, T.M.; Neale, P.J.; Williamson, C.E.; Zepp, R.G.; Madronich, S.; Wilson, S.R.; Andrady, A.L.; Heikkilä, A.M.; Bernhard, G.H. et al.
Source: Self-asserted source
Laura S. Bruckman via Scopus - Elsevier

Evaluation of PV Module Packaging Strategies of Monofacial and Bifacial PERC Using Degradation Pathway Network Modeling

Conference Record of the IEEE Photovoltaic Specialists Conference
2022 | Conference paper
EID:

2-s2.0-85142815201

Part of ISSN: 01608371
Contributors: Venkat, S.N.; Liu, J.; Yu, X.; Wegmueller, J.; Rath, K.; Li, X.; Jaubert, J.-N.; Braid, J.L.; French, R.H.; Bruckman, L.S.
Source: Self-asserted source
Laura S. Bruckman via Scopus - Elsevier

Overall Performance Losses and Activated Mechanisms in Double Glass and Glass-backsheet Photovoltaic Modules with Monofacial and Bifacial PERC Cells, under Accelerated Exposures

Conference Record of the IEEE Photovoltaic Specialists Conference
2022 | Conference paper
EID:

2-s2.0-85142796927

Part of ISSN: 01608371
Contributors: Liu, J.; Venkat, S.N.; Braid, J.L.; Yu, X.; Brownell, B.; Li, X.; Jaubert, J.-N.; Choudhury, K.R.; Bruckman, L.S.; French, R.H.
Source: Self-asserted source
Laura S. Bruckman via Scopus - Elsevier

Spatiotemporal Modeling of Real World Backsheets Field Survey Data: Hierarchical (Multilevel) Generalized Additive Models

Conference Record of the IEEE Photovoltaic Specialists Conference
2022 | Conference paper
EID:

2-s2.0-85142852721

Part of ISSN: 01608371
Contributors: Wieser, R.J.; Li, Z.Z.; Moffitt, S.L.; Zabalza, R.; Boucher, E.; Ayala, S.; Brown, M.; Gu, X.; Ji, L.; O'Brien, C. et al.
Source: Self-asserted source
Laura S. Bruckman via Scopus - Elsevier

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

Progress in Energy
2022-07-01 | Journal article
Contributors: G Oreski; J S Stein; G C Eder; K Berger; L Bruckman; R French; J Vedde; K A Weiß
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Crossref
grade
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FAIRification, Quality Assessment, and Missingness Pattern Discovery for Spatiotemporal Photovoltaic Data

2022 IEEE 49th Photovoltaics Specialists Conference (PVSC)
2022-06-05 | Conference paper
Contributors: William C. Oltjen; Yangxin Fan; Jiqi Liu; Liangyi Huang; Xuanji Yu; Mengjie Li; Hubert Seigneur; Xusheng Xiao; Kristopher O. Davis; Laura S. Bruckman et al.
Source: Self-asserted source
Laura S. Bruckman
grade
Preferred source (of 2)‎

Environmental effects of stratospheric ozone depletion, UV radiation, and interactions with climate change: UNEP Environmental Effects Assessment Panel, Update 2021

OpenAlex
2022-02-21 | Other
Contributors: Paul Barnes; 0000-0002-8631-796X; Patrick Neale; Craig Williamson; Richard Zepp; Sasha Madronich; Stephen Wilson; Anthony Andrady; Anu Heikkilä; Germar Bernhard et al.
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DataCite
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