Chemical Reaction Networks Courses and Certifications

SNIAVideo

DNA Computing Based on Stochastic Computing

Explore how DNA molecules can perform complex computations using stochastic computing principles, mapping logic gates to chemical reactions for efficient parallel processing.

• YouTube
• 21 minutes
• On-Demand
• Free Video

International Centre for Theoretical Sciences

Statistical Physics - Pattern Formation, Spin Glasses, Chemical Reaction Networks, Machine Learning, and Turbulence

Dive into advanced statistical physics topics including pattern formation in biology, spin glasses, chemical reaction networks, machine learning applications, turbulence, and quantum systems.

• YouTube
• 2 days 43 minutes
• On-Demand
• Free Video

Detailed Balanced Chemical Reaction Networks as Generalized Boltzmann Machines

Explore the intersection of chemical reaction networks and machine learning, focusing on detailed balanced systems and their relation to generalized Boltzmann machines.

• YouTube
• 1 hour 3 minutes
• On-Demand
• Free Video

Paul G. Allen School

Chemical Reaction Networks and Stochastic Local Search

Exploring stochastic local search algorithms in chemical reaction networks for solving optimization problems, with focus on Boolean satisfiability and potential applications in biological computation.

• YouTube
• 1 hour 11 minutes
• On-Demand
• Free Video

International Centre for Theoretical Sciences

Chemical Reaction Networks - Lecture 1

Explore stochastic chemical reaction networks, their examples, definitions, and the deficiency zero theorem in this comprehensive lecture on statistical physics of complex systems.

• YouTube
• 1 hour 47 minutes
• On-Demand
• Free Video

Autocatalysis and Unstable Cores in Parameter-Rich Chemical Reaction Networks

Explore dynamic instability in chemical reaction networks, focusing on autocatalysis and unstable cores. Gain insights into parameter-rich systems and their implications for network behavior.

• YouTube
• 57 minutes
• On-Demand
• Free Video

Wolfram

Modeling Chemical Reaction Networks with Token-Event Graphs

Explore chemical reaction modeling using token-event graphs and new Wolfram Language functions, with examples from organic chemistry and terpene biosynthesis.

• YouTube
• 43 minutes
• On-Demand
• Free Video

Fields Institute

Mixed Volumes of Chemical Reaction Networks

Explore mixed volumes in chemical reaction networks, focusing on mathematical applications in systems biology and biochemistry.

• YouTube
• 53 minutes
• On-Demand
• Free Video

International Centre for Theoretical Sciences

Thermodynamics of Chemical Reaction Networks - From Basic Principles to Advanced Concepts

Explore thermodynamics in chemical reaction networks, from fundamental concepts to advanced applications. Gain insights into energy flows, constraints, and their impact on cellular processes and biological systems.

• YouTube
• 1 hour 29 minutes
• On-Demand
• Free Video

International Centre for Theoretical Sciences

Thermodynamics of Chemical Reaction Networks - From Basic Principles

Explore thermodynamics in chemical reaction networks, covering fundamental principles and advanced concepts for a deeper understanding of energy dynamics in complex systems.

• YouTube
• 1 hour 27 minutes
• On-Demand
• Free Video

Institute for Pure & Applied Mathematics (IPAM)

Categories - The Mathematics of Connection - IPAM at UCLA

Explore the mathematics of connection through category theory, focusing on open systems, their interfaces, and composition. Learn how this approach applies to various fields and collective intelligence.

• YouTube
• 22 minutes
• On-Demand
• Free Video

ACM SIGPLAN

Towards Higher-level Abstractions for Molecular Programming

Explore higher-level abstractions for molecular programming using chemical reaction networks, inspired by functional reactive programming. Build modular CRN programs with a Haskell library.

• YouTube
• 31 minutes
• On-Demand
• Free Video

International Centre for Theoretical Sciences

Quantitative Systems Biology - Winter School on Developmental Energetics and Metabolism

Explore cellular metabolism, bioenergetics, and thermodynamics through expert lectures on developmental biology, metabolic networks, and quantitative systems approaches.

• YouTube
• 1 day 9 hours 34 minutes
• On-Demand
• Free Video

What Makes a Reaction Network "Chemical"?

Explore the fundamental principles of chemical reaction networks, from basic concepts to modern applications, emphasizing reversibility, conservation, and complex systems.

• YouTube
• 1 hour 9 minutes
• On-Demand
• Free Video

Applied Algebraic Topology Network

How Optimal Transport Can Help Us to Determine Curvature of Complex Networks

Explore Ollivier Ricci curvature in complex networks, its applications in network analysis, and implementation in chemical reaction networks using optimal transport theory.

• YouTube
• 56 minutes
• On-Demand
• Free Video