Topics: PROBLEM FORMULATION, OPTIMIZATION THEORY, OPTIMIZATION METHODS, APPLICATIONS OF OPTIMIZATION, HEAT TRANSFER, ENERGY CONSERVATION, SEPARATION PROCESSES, FLUID FLOW SYSTEMS, CHEMICAL REACTOR DESIGN, CHEMICAL REACTOR OPERATION, INTEGRATED PLANNING SCHEDULING, OPTIMIZATION OF UNCONSTRAINED FUNCTIONS, UNCONSTRAINED MULTIVARIABLE OPTIMIZATION, LINEAR PROGRAMMING, NONLINEAR PROGRAMMING, MIXED-INTEGER PROGRAMMING, GLOBAL OPTIMIZATION

Topics: Probability, statistics, Random Variables, Probability Distributions, Mathematical Expectation, Special Probability Distributions, Sampling Theory, Estimation Theory, Curve Fitting, Regression, Correlation, Analysis of Variance, Nonparametric Tests, Bayesian Methods

Topics: measurement methods, signals, measurement system behavior, probability, statistics, uncertainty analysis, sampling, digital devices, temperature measurement, pressure measurement, velocity measurement, flow measurement, strain measurement, metrology, motion, force, power

Topics: measurement methods, signals, measurement system behavior, probability, statistics, uncertainty analysis, sampling, digital devices, temperature measurement, pressure measurement, velocity measurement, flow measurement, strain measurement, metrology, motion, force, power, mechatronics, sensors, actuators, controls

Topics: Software Project Management, Requirements Engineering, Software Design, Software Development, Configuration Management, Software Inspections, Software Testing, Supplier Selection, Supplier Management, Software Quality Assurance, Software Metrics, Problem-Solving, Software Reliability, Software Dependability, formal methods, formal specification language, unified modelling language, software process improvement, capability maturity model integration, software engineering tools, agile methodology, miscellany of innovation

Topics: simplex method, degeneracy, duality theory, primal simplex method, Lagrangian duality, sensitivity analysis, parametric analysis, implementation issues, convex analysis, game theory, regression, structural optimization, interior-point methods, central path, Lagrange multipliers, path-following method, KKT system, affine-scaling, method, integer programming, quadratic programming, convex programming, Markowitz model

Topics: neural networks, machine learning, training deep neural networks, ensemble methods, radial basis function networks, Restricted Boltzmann Machines, hopfield networks, recurrent neural networks, deep reinforcement learning

Topics: Analytical reactions, Separation techniques, Spectrometric techniques, Combined techniques, Thermal methods, chemical sensors, biosensors, automated procedures

Topics: Molecular Orbital Theory, Molecular Orbital Methods, Electron Density Functionals, Electron Density Distribution, Stereochemistry, Conformation, stereoselectivity, Molecular Mechanics, Structural Effects on Stability, Structural Effects on Reactivity, chemical kinetics, Kinetic Isotope Effects, catalysis, Nucleophilic Substitution, polar addition, elimination reactions, carbanions, carbon nucleophiles, carbonyl compounds, aromaticity, annulenes, homoaromacity, aromatic substitution, Concerted Pericyclic Reactions, Concerted Pericyclic Reactions, Photochemistry

Topics: Heat Conduction Equation, Steady Heat Conduction, Transient Heat Conduction, Numerical Methods in Heat Conduction, External Forced Convection, Fundamentals of Convection, Internal Forced Convection, Natural Convection, convection, Boiling, Condensation, Heat Exchangers, Thermal Radiation, Radiation Heat Transfer, Cooling of Electronic Equipment, Heating of Buildings, Cooling, of Buildings, Refrigeration of Foods, Freezing of Foods