Lectures related to AI in Chemistry: Hypergraph and Single-Step Ritual Synthesis

Covers the fundamental concepts of advanced general chemistry, including organic chemistry basics, molecular structures, and chemical reactions.

Covers carbenes, transfer hydrogenation with isopropanol, and the principles of green chemistry.

Covers hypergraphs, complete hypergraphs, link prediction, and scoring methods in network data analysis.

Explores the chemistry of nail polishes, including film-forming polymers, gel composition, pigments, and stabilizers.

Introduces publication analysis, emphasizing critical evaluation of research articles and effective reading strategies.

Introduces hypergraphs, generalizing graphs by allowing subsets of nodes to form edges and exploring their applications in various fields.

Explores tactical configurations, covering the minimal size of subsets needed to cover element sets and the concept of K-sets and base points.

Explores set coverings and uniformity theorems in hypergraphs, revealing insights into their structures.

Covers the basics of heterogeneous catalysis and the importance of transition state theory in predicting reaction rates.

Explores chemical bonding rules, stability of isomers, reaction energy profiles, and nucleophile-electrophile interactions.

Explores directed networks with asymmetric relationships and hypergraphs that generalize graphs by allowing edges to connect any subset of nodes.

Covers girth, independence, probability, union bound, sets, and hypergraph recoloring.

Explores reaction mechanisms, chain reactions, catalysis, enzyme catalysis, galvanic cells, and electromotive force in batteries.

Explores heterogeneous catalysis, reaction kinetics, and transport effects in catalytic reactions.

Introduces the basic concepts of organic chemistry and their practical applications in various industries and everyday life.

Explores the history of catalysis, Nobel Prizes in the field, types of catalysis, and modern challenges.

Explores heterogeneous catalysis, focusing on reaction mechanisms, kinetics, and ammonia synthesis.

Explores adsorption kinetics, desorption effects, NH₃ synthesis, and surface reactions, emphasizing surface equilibrium and competitive adsorption.

Explores Markov's theorem, Chernoff bound, and probability theory fundamentals, including good coloring, 2-colorable graphs, and rare events.

Explores statistical analysis of network data, covering graph structures, models, statistics, and sampling methods.