As computational design space exploration methods become more common, designers need increasingly faster ways to accurately explore increasing vaster design spaces. Surrogate models, often constructed with Neural Networks (NN) are statistical approximations of domains that can return accurate enough answers at a fraction of the time needed to run simulation models. However, existing neural network... Read more »
A “design process” includes many steps needed to design and construct a built environment. This includes everything from initial data-mining and schematic design all the way through to construction and post-occupancy evaluation. As built environments become more complex, building performance demands increase, and work schedules compress, project teams need to be more effective and efficient at every stage of this process.
FINAL_Latrobe Report_2017_opt Led by the Arid Lands Institute (ALI), the Drylands Resilience Initiative [DRI] brings together collaborators from design, science, and policy to envision and realize an abundant future in drylands. Our goal is to accelerate planning, design, and development that results in local, low-carbon water reserves in dry cities in the US West and around the world. With the support of the AIA College of Fellows 2015-2017 Latrobe Research Prize, DRI collaborators honed and tested Hazel, a powerful new digital design tool for optimizing the capture and reuse of stormwater.
Building in harmony with nature allows for the comfort and well-being of inhabitants of a home, building, neighborhood, or even a district. In this research, we studied the ways in which harmony is achieved in nature, and the ways in which it is achieved in existing building science. We propose a novel bridge between active and passive mechanical... Read more »
Design exploration in architectural space planning is often constrained by tight deadlines and a need to apply necessary expertise at the right time. We hypothesize that a system that can computationally generate vast numbers of design options, respect project constraints, and analyze for client goals, can assist the design team and client to make better... Read more »
This article outlines the use of operational planning and simulation modeling as a lean tool within Perkins+Will, to determine the room utilization and staffing for a large trauma center, based on current and projected volumes and turnaround times. A specific area of focus was the Resuscitation Rooms and their location within the emergency department (ED). In its most... Read more »
Using analytic data as a driver to control the geometry of BIM elements is currently a promising method for parametric creation of design elements such as sun shades, which respond to environmental constraints such as incident solar radiation or solar angles. This can be done qualitatively, but evaluating multiple options with many variables is time... Read more »
The U.S. healthcare industry is changing and shifting its focus toward prevention and community health. Geographic Information Systems (GIS) and interactive mapping can help healthcare clients visualize problem areas in their communities and help answer questions about how best to improve community health with limited financial resources. This research project reviewed existing literature to determine... Read more »
Concerns over the effects of climate change affect not only the architectural design world, but the larger web of society as a whole. As such, the solutions developed need to address the complexity of factors leading to current atmospheric carbon levels. Moving forward, new ways to work, collaborate and structure fees need to be considered... Read more »
The paper discusses the use of a script to present an informative web-based platform as a design process for achieving net zero site energy projects. The script can collect, for electricity connect, and integrate data from utilities, for electricity and hot-water heating systems with ﬁnancial incentives. Technical information can provide solutions for understanding the design,... Read more »
Robin Guenther kicks of the Living Product Expo with a compelling talk about the building materials economy and the ease with which it is possible to ignore the cascading negative human and planetary health consequences.