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Arnau Call, Andrea Palone, JordanP. Liles, Natalie P. Romer, Jacquelyne A. Read, JosepM. Luis, Matthew S. Sigman, Massimo Bietti, Miquel Costas
Understanding Catalytic Enantioselective C–H Bond Oxidation at Nonactivated Methylenes Through Predictive Statistical Modeling Analysis
ACS Catal., 2025, 15, 2110-2123
DOI: 10.1021/acscatal.4c05659
OpenAccess: Link
Keywords: Homogeneous catalysis, Oxidation, Predictive Chemistry, Reaction mechanisms, Regioselectivite functionalization

Miguel Martinez‐Fernandez, MdBin Yeamin, David Dalmau, Jorge J. Carbó, Albert Poater, Juan V. Alegre‐Requena
Data‐Driven Analysis of Ni‐Catalyzed Semihydrogenations of Alkynes
Adv Synth Catal, 2025, [], ASAP-
DOI: 10.1002/adsc.202401444
OpenAccess: –
Keywords: Computational chemistry, Homogeneous catalysis, Machine learning, Predictive Chemistry, Reaction mechanisms

Michele Tomasini, Michal Szostak, Albert Poater
Machine Learning in Predicting Activation Barrier Energy of C=N Bond Rotation in Amides
Asian J Org Chem, 2025, [], ASAP-
DOI: 10.1002/ajoc.202400749
OpenAccess: Link
Keywords: Computational chemistry, Machine learning, Organometallics, Predictive Chemistry, Reaction mechanisms

Zhen Cao, Laura Falivene, Albert Poater, Bholanath Maity, Ziyung Zhang, Gentoku Takasao, SadeedBin Sayed, Andrea Petta, Giovanni Talarico, Romina Oliva, Luigi Cavallo
COBRA web application to benchmark linear regression models for catalyst optimization with few-entry datasets
Cell Reports Physical Science, 2025, 6, 102348-
DOI: 10.1016/j.xcrp.2024.102348
OpenAccess: –
Keywords: Chemical bonding, Computational chemistry, Joint Exp-Comp, Machine learning, Predictive Chemistry

Roger Monreal-Corona, Nicolas Joly, Sylvain Gaillard, Jean-Luc Renaud, Marc Valero, Enric Mayolas, Anna Pla-Quintana, Albert Poater
Mechanism and optimization of ruthenium-catalyzed oxalamide synthesis using DFT
Dalton Trans., 2025, 54, 1655-1664
DOI: 10.1039/D4DT03182B
OpenAccess: Link
Keywords: Chemical bonding, Computational chemistry, Predictive Chemistry, Reaction mechanisms

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