Postgraduate certificate Simulation and Predictive Modeling with Artificial Intelligence

The field of architecture is faced with the challenge of designing sustainable and efficient buildings that meet the growing demands of modern cities. Predictive Simulation and Modeling with Artificial Intelligence have become essential tools that enable experts to anticipate and evaluate the performance of their designs before the construction process. It is therefore important for professionals to implement these tools in architectural design in order to significantly reduce energy consumption and improve occupants' quality of life. With this in mind, TECH is launching an innovative university program focusing on Predictive Simulation and Modeling with Artificial Intelligence. It is also taught in a 100% online practical mode.

University certificate

duration

6 weeks

Modality

Online

Schedule

At your own pace

Exams

Online

start date

Credits

6 ECTS

financing up to

3 months

Price(first year)

See price

The world's largest artificial intelligence faculty”

Introduction to the Program

Gracias a este Postgraduate certificate 100% online, utilizarás las técnicas de Modelado Predictivo para maximizar la eficiencia energética de los proyectos arquitectónico”

Un nuevo informe elaborado por la Asociación Internacional de Arquitectos refleja que la adopción de la Inteligencia Artificial en el diseño arquitectónico conlleva una reducción del 20% en los costos de construcción y una mejora significativa en la sostenibilidad de los edificios. Frente a esto, los especialistas requieren adquirir competencias avanzadas para utilizar herramientas de Simulación y Modelado Predictivo para crear construcciones más eficientes. Solamente así, los arquitectos podrán anticipar y evaluar el rendimiento de sus diseños en diversas condiciones.

En este contexto, TECH lanza un exclusivo programa en Simulation and Predictive Modeling with Artificial Intelligence. Ideado por referencias en esta materia, el itinerario académico profundizará en el uso de MATLAB para llevar a cabo simulaciones avanzadas. Esto permitirá a los alumnos realizar análisis estructurales complejos para evaluar cómo diferentes materiales y formas a cargas dinámicas. A su vez, el temario ahondará en el empleo de AnyLogic para modelar la dinámica del uso del espacio y la movilidad humana. En adición, los materiales didácticos ofrecerán numerosos casos de estudio que analizarán cómo la simulación influye en la planificación urbana y arquitectónica. De esta forma, los egresados desarrollarán competencias para usar software de Simulación y Modelado Predictivo para predecir el comportamiento de diseños arquitectónicos.

Por otra parte, la titulación universitaria se impartirá de manera 100% online, sin horarios ni cronogramas evaluativos continuos. Además, cada egresado tendrá la oportunidad de acceder a los contenidos didácticos de forma libre, en función de su propia disponibilidad y en cualquier momento del día. Para la asimilación de los contenidos más complejos de esta propuesta académica, TECH emplea su revolucionario sistema del Relearning. Este método potenciará la absorción de conocimientos teóricos y el desarrollo de competencias prácticas de un modo más eficiente.

Una institución académica que se adapta a ti y diseña un programa que te permitirá conciliar tus actividades diarias con una titulación de calidad”

Este Postgraduate certificate en Simulation and Predictive Modeling with Artificial Intelligence contiene el programa educativo más completo y actualizado del mercado. Sus características más destacadas son:

El desarrollo de casos prácticos presentados por expertos en Inteligencia Artificial
Los contenidos gráficos, esquemáticos y eminentemente prácticos con los que está concebido recogen una información práctica sobre aquellas disciplinas indispensables para el ejercicio profesional
Los ejercicios prácticos donde realizar el proceso de autoevaluación para mejorar el aprendizaje
Su especial hincapié en metodologías innovadoras
Las lecciones teóricas, preguntas al experto, foros de discusión de temas controvertidos y trabajos de reflexión individual
La disponibilidad de acceso a los contenidos desde cualquier dispositivo fijo o portátil con conexión a internet

¿Buscas manejar el COMSOL para realizar simulaciones ambientales de proyectos de gran escala? Lógralo mediante este programa universitario en tan solo 6 semanas”

El programa incluye en su cuadro docente a profesionales del sector que vierten en esta capacitación la experiencia de su trabajo, además de reconocidos especialistas de sociedades de referencia y universidades de prestigio.

Su contenido multimedia, elaborado con la última tecnología educativa, permitirá al profesional un aprendizaje situado y contextual, es decir, un entorno simulado que proporcionará una capacitación inmersiva programada para entrenarse ante situaciones reales.

El diseño de este programa se centra en el Aprendizaje Basado en Problemas, mediante el cual el profesional deberá tratar de resolver las distintas situaciones de práctica profesional que se le planteen a lo largo del curso académico. Para ello, contará con la ayuda de un novedoso sistema de vídeo interactivo realizado por reconocidos expertos.

Profundizarás en el uso de la Inteligencia Artificial para optimizar el diseño basado en simulaciones de luz natural y acústica"

Con la revolucionaria metodología Relearning de TECH, integrarás todos los conocimientos de forma óptima para alcanzar con éxito los resultados que buscas"

Syllabus

The curriculum will delve into the most advanced MATLAB simulation techniques, enabling professionals to model building energy consumption to optimize resource use and comply with sustainability regulations. The syllabus will also delve into the use of AnyLogic to model the dynamics of space use and human mobility. Along the same lines, the didactic materials will analyze the implementation of TensorFlow to model urban dynamics and structural behavior.

You will apply Predictive Models that simulate energy performance, ventilation and daylighting of buildings to improve the sustainability of architectural designs”

Module 1. Simulation and Predictive Modeling with Artificial Intelligence

1.1. Advanced Simulation Techniques with MATLAB in Architecture

1.1.1. Using MATLAB for Advanced Architectural Simulations
1.1.2. Integrating Predictive Modeling and Big Data Analytics
1.1.3. Case Studies Where MATLAB Has Been Fundamental in Architectural Simulation

1.2. Advanced Structural Analysis with ANSYS

1.2.1. Implementing ANSYS for Advanced Structural Simulations in Architectural Projects
1.2.2. Integrating Predictive Models to Evaluate Structural Safety and Durability
1.2.3. Projects Highlighting the Use of Structural Simulations in High Performance Architecture

1.3. Modeling Space Use and Human Dynamics with AnyLogic

1.3.1. Using AnyLogic to Model the Dynamics of Space Use and Human Mobility
1.3.2. Applying AI to Predict and Improve the Efficiency of Space Use in Urban and Architectural Environments
1.3.3. Case Studies Showing How Simulation Influences Urban and Architectural Planning

1.4. Predictive Modeling with TensorFlow in Urban Planning

1.4.1. Implementing TensorFlow for Modeling Urban Dynamics and Structural Behavior
1.4.2. Using AI to Predict Future Outcomes in City Design
1.4.3. Examples of How Predictive Modeling Influences Urban Planning and Design

1.5. Predictive Modeling and Generative Design with GenerativeComponents

1.5.1. Using GenerativeComponents to Merge Predictive Modeling and Generative Design
1.5.2. Applying Machine Learning Algorithms to Create Innovative and Efficient Designs
1.5.3. Examples of Architectural Projects that Have Optimized Their Design Using These Advanced Technologies

1.6. Simulation of Environmental Impact and Sustainability with COMSOL

1.6.1. Applying COMSOL for Environmental Simulations in Large-Scale Projects
1.6.2. Using AI to Analyze and Improve the Environmental Impact of Buildings
1.6.3. Projects that Show How Simulation Contributes to Sustainability

1.7. Simulation of Environmental Performance with COMSOL

1.7.1. Applying COMSOL Multiphysics for Environmental and Thermal Performance Simulations
1.7.2. Using AI to Optimize Design Based on Daylighting and Acoustics Simulations
1.7.3. Examples of Successful Implementations That Have Improved Sustainability and Comfort

1.8. Innovation in Simulation and Predictive Modeling

1.8.1. Exploration of Emerging Technologies and Their Impact on Simulation and Modeling
1.8.2. Discussion of How AI Is Changing Simulation Capabilities in Architecture
1.8.3. Evaluation of Future Tools and Their Potential Applications in Architectural Design

1.9. Simulation of Construction Processes with CityEngine

1.9.1. Applying CityEngine to Simulate Construction Sequences and Optimize On-Site Workflows
1.9.2. AI Integration for Modeling Construction Logistics and Coordinating Activities in Real-Time
1.9.3. Case Studies Showing Improved Construction Efficiency and Safety through Advanced Simulations

1.10. Challenges and Future of Simulation and Predictive Modeling

1.10.1. Assessment of Current Challenges in Simulation and Predictive Modeling in Architecture
1.10.2. Emerging Trends and the Future of These Technologies in Architectural Practice
1.10.3. Discussion on the Impact of Continued Innovation in Simulation and Predictive Modeling in Architecture and Construction

Make the most of this opportunity to surround yourself with expert professionals and learn from their work methodology"

Postgraduate Certificate in Simulation and Predictive Modeling with Artificial Intelligence

In a world where data-driven decision making is crucial, simulation and predictive modeling have become essential tools for various industries. These techniques make it possible to anticipate results and optimize processes, thus improving efficiency and effectiveness in resource management. Therefore, the Postgraduate Certificate in Simulation and Predictive Modeling with Artificial Intelligence offers a unique opportunity to acquire advanced skills in this field. This TECH Global University program is designed to provide students with an in-depth understanding of how to apply artificial intelligence in simulation and predictive modeling. Through online classes, participants will have access to innovative content including machine learning techniques, optimization algorithms and data analysis methodologies. This will allow them not only to understand the theory, but also to implement practical solutions in real-world contexts.

Acquire solid AI skills with this online Postgraduate Certificate

This program, taught through the effective Relearning methodology, focuses on developing competencies that are highly valued in today's labor market. Graduates will be able to design predictive models that facilitate strategic decision making in different sectors, from health to manufacturing, including commerce and technology. In addition, they will learn to use simulation tools that will help them visualize complex scenarios and evaluate the impact of different variables on the desired results. The demand for professionals trained in simulation and predictive modeling continues to increase, and TECH Global University is positioned as a leading institution in the delivery of updated and relevant knowledge. Take advantage of the opportunity to graduate with experts in the field and take your career to the next level. Become a leader in the field of artificial intelligence and make a difference in your organization - enroll today!