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Lawrence A. Adutwum
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How To Optimize Materials and Devices via Design of Experiments and Machine Learning: Demonstration Using Organic Photovoltaics
B Cao, LA Adutwum, AO Oliynyk, EJ Luber, BC Olsen, A Mar, JM Buriak
ACS nano 12 (8), 7434-7444, 2018
1942018
Disentangling Structural Confusion through Machine Learning: Structure Prediction and Polymorphism of Equiatomic Ternary Phases ABC
AO Oliynyk, LA Adutwum, BW Rudyk, H Pisavadia, S Lotfi, V Hlukhyy, ...
Journal of the American Chemical Society 139 (49), 17870-17881, 2017
772017
Classifying crystal structures of binary compounds AB through cluster resolution feature selection and support vector machine analysis
AO Oliynyk, LA Adutwum, JJ Harynuk, A Mar
Chemistry of Materials 28 (18), 6672-6681, 2016
712016
Unique ion filter: a data reduction tool for GC/MS data preprocessing prior to chemometric analysis
LA Adutwum, JJ Harynuk
Analytical chemistry 86 (15), 7726-7733, 2014
232014
Local Ion Signatures (LIS) for the examination of comprehensive two-dimensional gas chromatography applied to fire debris analysis
M Lopatka, AA Sampat, S Jonkers, LA Adutwum, HGJ Mol, G van der Weg, ...
Forensic Chemistry 3, 1-13, 2017
182017
Solving the coloring problem in half-heusler structures: machine-learning predictions and experimental validation
AS Gzyl, AO Oliynyk, LA Adutwum, A Mar
Inorganic Chemistry 58 (14), 9280-9289, 2019
152019
Total ion spectra versus segmented total ion spectra as preprocessing tools for gas chromatography–mass spectrometry data
LA Adutwum, RJ Abel, J Harynuk
Journal of forensic sciences 63 (4), 1059-1068, 2018
152018
Estimation of start and stop numbers for cluster resolution feature selection algorithm: an empirical approach using null distribution analysis of Fisher ratios
LA Adutwum, AP de la Mata, HD Bean, JE Hill, JJ Harynuk
Analytical and bioanalytical chemistry 409 (28), 6699-6708, 2017
142017
Peroxyoxalate chemiluminescence detection for the highly sensitive determination of fluorescence-labeled chlorpheniramine with Suzuki coupling reaction
LA Adutwum, N Kishikawa, K Ohyama, S Harada, K Nakashima, ...
Analytical and bioanalytical chemistry 398 (2), 823-829, 2010
142010
Sensitive determination of 1‐ and 2‐naphthol in human plasma by HPLC‐fluorescence detection with 4‐(4,5‐diphenyl‐1H‐imidazol‐2‐yl)benzoyl chloride as a …
K Ohyama, N Kishikawa, K Matayoshi, LA Adutwum, M Wada, ...
Journal of separation science 32 (13), 2218-2222, 2009
122009
Data reduction and feature selection for chemometric analysis
LA Adutwum
42017
Unique ion filter—A data reduction tool for chemometric analysis of raw comprehensive two‐dimensional gas chromatography‐mass spectrometry data
LA Adutwum, JK Kwao, JJ Harynuk
Journal of Separation Science 44 (14), 2773-2784, 2021
32021
Evaluation of chemometric classification and regression models for the detection of syrup adulteration in honey
AA Boateng, S Sumaila, M Lartey, MB Oppong, KFM Opuni, LA Adutwum
LWT 163, 113498, 2022
12022
Ultraviolet-Visible Spectroscopy and Chemometric Strategy Enable the Classification and Detection of Expired Antimalarial Herbal Medicinal Product in Ghana
JN Mensah, AA Brobbey, JN Addotey, I Ayensu, S Asare-Nkansah, ...
International Journal of Analytical Chemistry 2021, 2021
12021
Effectively Exploring Parameter Space: Design of Experiments and Machine Learning-assisted Organic Solar Cell Efficiency Optimization
B Cao, L Adutwum, A Oliynyk, E Luber, B Olsen, A Mar, J Buriak
APS March Meeting Abstracts 2019, B55. 007, 2019
2019
NAOSITE: Nagasaki University's Academic Output SITE
LA Adutwum, N Kishikawa, K Ohyama, S Harada, K Nakashima, ...
Analytical and bioanalytical chemistry 398 (2), 823-829, 2010
2010
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