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fabiobaum
fabiobaum
UW Data Science Postdoctoral Fellow
Verified email at uw.edu
Title
Cited by
Cited by
Year
Machine learning tools to predict hot injection syntheses outcomes for II–VI and IV–VI quantum dots
F Baum, T Pretto, A Köche, MJL Santos
The Journal of Physical Chemistry C 124 (44), 24298-24305, 2020
212020
Metal tips on pyramid-shaped PbSe/CdSe/CdS heterostructure nanocrystal photocatalysts: study of Ostwald ripening and core/shell formation
WD Kim, S Lee, C Pak, JY Woo, K Lee, F Baum, J Won, DC Lee
Chemical communications 50 (14), 1719-1721, 2014
192014
Synergizing nanocomposites of CdSe/TiO 2 nanotubes for improved photoelectrochemical activity via thermal treatment
JA Fernandes, S Khan, F Baum, EC Kohlrausch, JAL Dos Santos, ...
Dalton Transactions 45 (24), 9925-9931, 2016
182016
Mechanoredox Catalysis Enables a Sustainable and Versatile Reversible Addition‐Fragmentation Chain Transfer Polymerization Process
P Chakma, SM Zeitler, F Baum, J Yu, W Shindy, LD Pozzo, MR Golder
Angewandte Chemie 135 (2), e202215733, 2023
172023
3-Mercaptopropionic, 4-mercaptobenzoic, and oleic acid-capped cdse quantum dots: interparticle distance, anchoring groups, and surface passivation
JAL dos Santos, F Baum, EC Kohlrausch, FC Tavares, T Pretto, ...
Journal of Nanomaterials 2019, 2019
142019
Photocorrosion-assisted transformation of metal selenide nanocrystals into crystalline selenium nanowires
WD Kim, F Baum, D Kim, K Lee, JH Moon, DC Lee
Crystal growth & design 14 (3), 1258-1263, 2014
132014
Uncovering the Mechanism for the Formation of Copper Thioantimonate (SbV) Nanoparticles and Its Transition to Thioantimonide (SbIII)
F Baum, T Pretto, AG Brolo, MJL Santos
Crystal Growth & Design 18 (11), 6521-6527, 2018
122018
A high-throughput workflow for the synthesis of CdSe nanocrystals using a sonochemical materials acceleration platform
M Politi, F Baum, K Vaddi, E Antonio, J Vasquez, BP Bishop, N Peek, ...
Digital Discovery 2 (4), 1042-1057, 2023
72023
Design of experiments a powerful tool to improve the selectivity of copper antimony sulfide nanoparticles synthesis
T Pretto, F Baum, GFS Andrade, MJL Santos
CrystEngComm 23 (2), 397-403, 2021
72021
Growth dynamics of zinc selenide quantum dots: the role of oleic acid concentration and synthesis temperature on driving optical properties
F Baum, MF da Silva, G Linden, D Feijo, ES Rieder, MJL Santos
Journal of Nanoparticle Research 21, 1-12, 2019
72019
Design of Experiments and Theoretical Investigation for Photoluminescence Optimization of Copper Aluminum Sulfide Nanoparticles through Controlling Crystalline Defects
F Baum, T Pretto, RA Gouvea, MJL Santos
Crystal Growth & Design 22 (6), 3669-3679, 2022
32022
Dinâmica de crescimento de nanopartículas de sulfeto de cobre e antimônio
F Baum
22016
Deep eutectic solvent assisted sustainable synthesis of ZnSe nanoparticles by hot injection
TPF Baum, MJL Santos
Proceedings of the 18. Brazil MRS Meeting 2019, 2019
12019
Optimizing the Synthesis Parameters of Double Perovskites with Machine Learning Using a Multioutput Regression Model
T Pretto, F Baum, RA Gouvêa, AG Brolo, MJL Santos
The Journal of Physical Chemistry C, 2024
2024
Synthesis and laser cooling of porous cubic α-NaYF nanocrystals
L Forberger, MA Hilyard, R Gariepy, F Baum, LD Pozzo, PJ Pauzauskie
Photonic Heat Engines: Science and Applications VI, PC129020I, 2024
2024
Symposium A: Artificial intelligence applied to materials science
F Baum, AJ Paula, MJL Santos, ON Oliveira Junior, GM Rignanese
2023
Machine learning applied for designing conductive polymers based electrochemical sensors for pesticide
NM Galdino, F Baum, A Köche, L Manica, JFL Santos, ON Oliveira Junior
Program, 2022
2022
Automated workflow for high throughput sonochemical synthesis of inorganic nanostructures
F Baum, M Politi, CR Tavakoli, JS Mace, K Vaddi, J Vasquez, N Peek, ...
Proceedings of the 20. Brazil MRS Meeting, 2022
2022
Otimização de propriedades físicas de pontos quânticos e nanopartículas de semicondutores por inteligência artificial e planejamento experimental
F Baum
2020
Synthesis of stable Cs3Sb2X9, X = Cl, Br, I by hot injection method
L Gulgielmin, F Baum, JFL Santos, MJL Santos
Proceedings of the 18. Brazil MRS Meeting 2019, 2019
2019
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Articles 1–20