Concepedia

Concept

information

Variants

Information Systems, Information Theory, Information Science, Information Technology

Parents

Children

87.3K

Publications

5.5M

Citations

109.8K

Authors

5.1K

Institutions

Quantitative Molecular Surface Chemistry

1912 - 1941

The early decades of the twentieth century saw surface science move from qualitative observations to quantitative, molecule-scale understanding of adsorption and interfacial phenomena. Research concentrated on solid–gas interfaces, developing isotherm-based methods to extract surface areas, energies, and porosity from measurements. In parallel, deposition of ultrathin films and systematic study of interfacial layers advanced molecular-scale control, enabling new materials strategies for catalysts, sensors, and electronic interfaces. A broader thread connected order, entropy, and information-like concepts to crystalline and interfacial systems, foreshadowing cross-disciplinary links between thermodynamics, information, and materials science.

Foundations of Information Theory

1942 - 1948

Information-Theoretic Inference

1949 - 1959

Information Theory Capacity

1960 - 1989

Information-Theoretic Pattern Recognition

1990 - 1996

Information-Theoretic Model Inference

1997 - 2009

Information-Theoretic Learning and Inference

2010 - 2016

Information-Theoretic Representation Learning

2017 - 2024