Research Articles
Machine Learning in Heterogeneous Catalysis: From Data-Driven Discovery to Generative Design
This article provides a comprehensive overview of the transformative impact of machine learning (ML) on heterogeneous catalyst design, a cornerstone for sustainable chemical production and energy technologies.
Active Learning in Chemistry Optimization: Accelerating Discovery from Molecules to Materials
Active learning (AL) is transforming computational and experimental chemistry by creating intelligent, self-improving workflows that drastically reduce resource consumption.
Beyond Mendeleev: Evaluating Periodic Table Designs for Enhanced Chemical Education and Drug Discovery
This article provides a comprehensive assessment of alternative periodic table designs and their specific utility for researchers, scientists, and drug development professionals.
From Fixed Constants to Dynamic Ranges: How Modern Periodic Law Corrects Atomic Weights for Advanced Research
This article examines the critical evolution of atomic weights from fixed constants to variable, sample-dependent quantities, a paradigm shift driven by the principles of modern periodic law.
Beyond the Pattern: Navigating Unexpected Chemical Behavior and Deviations from Periodicity in Drug Discovery
This article explores the critical phenomenon of unexpected chemical behavior and deviations from periodicity, a subject of paramount importance for researchers and professionals in drug development.
Anomalous Pairs in the Periodic Table: Resolving Historical Contradictions and Modern Implications for Drug Development
This article provides a comprehensive analysis of anomalous pairs in the periodic table, tracing their journey from historical classification puzzles to their resolution through modern atomic theory.
Mastering Inorganic Data: A Researcher's Guide to the CRC Handbook of Chemistry and Physics
This guide provides researchers, scientists, and drug development professionals with a comprehensive framework for leveraging the inorganic data within the CRC Handbook of Chemistry and Physics.
Modern Preparative Inorganic Chemistry: Foundational Techniques, Advanced Applications, and Validation for Drug Development
This article provides a comprehensive guide to preparative inorganic chemistry, bridging foundational handbook techniques with cutting-edge advancements.
Unlocking Elemental Data: A Researcher's Guide to PubChem's Periodic Table and Chemical Access
This guide provides researchers, scientists, and drug development professionals with a comprehensive overview of accessing and utilizing chemical element and compound data from PubChem.
IUPAC Standards in Drug Discovery: Mastering Nomenclature and the Periodic Table for Research and Development
This article provides a comprehensive guide to IUPAC's pivotal role in standardizing chemical nomenclature and the periodic table, tailored for researchers and drug development professionals.