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AI-powered Computational Design for Sustainability in Early-Design Stages

Introduction In this episode of the MaCAD Theory podcast, we explore with our guest Mr. Alessandro Grossi the growing importance of sustainable practices in the AEC sector, driven by climate change and resource scarcity. We dive into how integrating sustainability principles early in the design process can impact lifecycle costs and environmental outcomes.Listen to how … Read more

OptiBIPV

What & Why ? OptiBIPV is an app designed to enhance an integrated design approach for photovoltaic facades right from the early design stages. In today’s building design, balancing aesthetics with the growing demand for energy production is more important than ever. OptiBIPV enhances collaboration for a more sustainable environment, helping architects, facade designers, and … Read more

ECOCLAD

Link to Project: https://datamgmt25.iaac.net/ (Find Erva Hofi in the sidebar) ECOCLAD app. An app for 3d printed pipes product.Elevate your building’s exterior with EcoClad the innovative web tool that designs custom green facades using eco-friendly, 3D-printed pipes. The user is required to input his facade boundary or the part of it that wanted to be green. The idea of … Read more

The Gardener

Design Your Perfect Green Space The app is designed to simplify urban green space planning by automating tree placement based on specific criteria. Whether you’re working in Milan or Barcelona, the app accounts for local climate conditions, available space, and water needs to help you choose the best trees for your project. Here’s how the … Read more

Reimagining Urban Spaces: Structural Optimization in the Parasite Studio Project

Urban landscapes are constantly evolving, with existing buildings often requiring new functions, sustainable upgrades, and modern aesthetics. In the IAAC’s course on structural optimization, our studio project, “Parasite,” embodies this transformative approach by exploring the potential of hybrid construction methods and adaptive reuse. Our goal was to breathe new life into existing reinforced concrete structures … Read more

The Perch – Analysis of Generative Glulam and Steel Beam Structure

Our generative building is a mixed-use typology with height ranging from 4 to 12 stories. The primary design focus is to create a transformable and adaptable structure that can respond seamlessly to changing functional needs. To achieve this, the building incorporates lightweight, recyclable, and circular materials, paired with modular connection elements that allow for easy … Read more

Milan – Environmental Strategies for Early Design Stages

LOCATION City:   Milan Climatic cat.:   Zone E, 2 404 DD – by ENEA National Agency Coordinates:   45°28′01″N 9°11′24″E Altitude:   120 m s.l.m. Characteristics: Hot summers and cold winters. Local exceptions to the humid subtropical climate model are to be expected.Protected from both cold winds and mild winds.High humidity, given the alluvial nature of … Read more

Climate-Responsive Design for Singapore

This project explores the relationship between Singapore’s tropical climate and architectural design. By analyzing climatic data—such as temperature, humidity, solar radiation, and wind patterns—we evaluated how a specific building shape interacts with the environment. Through computational tools, we simulated the building’s performance to address key challenges like heat gain and airflow. The results informed potential … Read more

Digital Tools for Environmental Analysis | Rome

Rome has a Mediterranean climate characterized by hot, dry summers and mild, wet winters. Average temperatures range from around 8.5°C in winter to about 31°C in summer​. The city experiences moderate rainfall, with the wettest months typically being October and November. Climate Analysis In Rome, the bulb temperature, which reflects the combined effect of air … Read more

Environmental Analysis – Austin, Texas

Austin has a humid subtropical climate (Köppen climate classification: Cfa), characterized by hot summers and mild winters.  The city experiences long, hot summers and short, mild winters, with brief transitions in spring and fall. The climate data used in this analysis was obtained from: – Location: Austin-Mueller Municipal Airport, Texas, USA – Weather Station ID: 722540 … Read more

Environmental Analysis of Madrid

Part 1: Climate Analysis Madrid falls into two koppen climate classification zones: a cold semi-arid climate (classification BSk) in the metropolitan area, and a mediterranean, dry-summer climate in the west half of the city (classification Csa). The main characteristics of this climate are hot, dry summers and cold, humid winters. There are also large temperate … Read more

Climate Sensitive Facade Intervention for Urban Heat Island Mitigation

Research Questions: Can climate sensitive facade interventions reduce the intensity of the Urban Heat Island effect within urban blocks in arid climates?“ Research Goal: The goal is to propose simplified, climate-sensitive facade interventions in highly urbanized cities that reduce energy loads by mitigating Urban Heat Island (UHI) effects, while complying with climate-resilient regulations. These interventions … Read more

C.O.M.F.O.R.T

City-Oriented Modeling for Observational Radiative Thermal comfort CONCEPT The idea behind C.O.M.F.O.R.T is to provide an effective tool for architects and urban planners to design cooler and more sustainable cities, leveraging the power of machine learning and AI technologies. FACTORS OF IMPACT To create COMFORT we had to study the different factors of impact which … Read more

Thermal Insight: Optimizing Indoor Analysis

Thermal Insight would be a standalone app that optimizes indoor environments by predicting thermal comfort. With simulations from trained models to help enhance occupant comfort and energy efficiency, evaluating metrics like PMV, PPD, and MRT. This tool would help improve well-being and productivity while achieving efficiency goals. Abstract Methodology Use Case Data Analysis Results and … Read more

Skin Sense

Skin Sense is a project that aims to help users optimize the thermal comfort of their interior spaces by applying skin shaders. Why implement this? What can skin sense help the user with? Once the designer designs the skin for the building facade it has to be analyzed for indoor comfort. To analyze indoor comfort … Read more

DF Predictor (cGAN)

DF Predictor aims to revolutionize daylight prediction in architectural design by implementing the conditional generative adversarial network (cGAN) Pix2Pix to predict daylight factors, motivated by the need to improve efficiency and accuracy in daylight analysis. Daylight factor analysis, an integral part of the early design stages and mandated by building codes, is typically lengthy due … Read more