Key Tool Showcase: Rhino to Revit Interoperability with Rhino.Inside, Beam and Speckle. Using LLM's to create a custom pyrevit toolbar. Using Grasshopper to create low-fi automation scripts. It is predicted that by 2050, we will need to double our global building stock. A key challenge for the AEC industry lies in how we can accommodate this expansion in a more climate-sensitive manner. At 3XN/GXN, a research and architecture practice from Copenhagen, we believe that Circular Economy Principles, particularly through adaptability and material reuse, are fundamental to this approach. This will require more extensive technical analysis to be undertaken earlier in the design process. For design-focused architecture firms like 3XN/GXN, a core challenge is how to achieve this while maintaining the design creativity and rigor that set our architecture apart. This session will demonstrate how we at 3XN/GXN facilitate this interplay in a world of increased deliverables, faster timelines, and smaller teams. We will explore how we have adopted open-source concepts—inspired by GitHub—democratized interoperability where software expertise is limited, and implemented a naming system to lay the groundwork for a software-agnostic future. The implementation of these ideas will be illustrated through two commercial tower projects in London. We will examine the design and digital processes behind early massing studies, utilizing low-fi scripting to analyse dozens of massing options. Additionally, we will explore rapid façade prototyping techniques and demonstrate how we use data rich scripts to automate the production of Rhino and Revit models. This presentation will highlight how a more climate-sensitive approach has led to a 'new normal' set of design considerations. It will then delve into how digital tools have been adapted to support this approach, revealing how these methods have been applied in real-world case studies.

Generative design is often seen as a new design methodology. However, the key principles of the process mirror the fundamentals of design. In this class, we'll present a case study of how generative design is being used at University College London (UCL) to reinforce the core design curriculum through industrially relevant technology. During this class, you'll gain an understanding of the generative design process, see how you can apply it in an educational setting, and evaluate its use through a real-world example. We'll explore how we can use generative design for multiobjective optimization, and how this can be turned into a hands-on graded assignment that forces students to consider real-world requirements. This will include evaluations of student submissions and analysis of how effective this assignment was at teaching the principles of design, as well as course materials for you to take away and use while running similar teaching exercises.

On rail infrastructure projects, consultants provide tunnel ring models for entire alignment, created using a two-point adaptive family based on the track center point via Dynamo. But these models lack detailed tunnel features—segmentation and dimple holes. Coordination with stakeholders requires complete tunnel models with segmentation and dimple holes. We must develop this detailed model to accurately place services brackets along the tunnel. The ring comprises eight segments, including a key segment with a varying location. A family of these segments, with a rotation parameter set by the tunnel's center point, is essential. Our process involves deriving the tunnel's center from track center points using geometric translations. Dynamo makes placement points for adaptive components. The angle of rotation is recorded on the site for the key segment in XYZ, and we develop construction model using that data. This construction model aids subcontractor in accurate service modeling.

As we focus on digital transformation in finding ways to automate repetitive tasks, this class is perfect for Civil 3D and AutoCAD users who would like to experience and learn how to maximize their use of Dynamo for Civil 3D. In this hands-on lab, we'll provide you with a step-by-step guide on how to create basic Dynamo routines. We'll start with the fundamental nodes and then proceed with understanding how to reuse and manipulate the Dynamo scripts. You'll learn how you can further enhance your skills by using the Dynamo primer samples as a starting point. This session is for beginners and is intended to inspire people who want to innovate a new workflow.

Artificial Intelligence (AI) and generative design (GD) are transforming the architecture, engineering, and construction industry toward a more efficient design process. But is the built environment in danger of losing social and equity values as a result? The powerful combination of GD and Generative Artificial Intelligence (GAI) has the potential to assist architects in improving building functionality and sustainability, enhancing value for architects, developers, and residents. However, ethical and social sustainability values may be overlooked if the metrics of the GD and GAI are not instructed to identify and prioritize them. This class will combine findings from a multidisciplinary research project from Carnegie Mellon University, and real-life architectural projects by HED. Learn how to prioritize important equity and social sustainability values in human-in-the-loop AI powered design frameworks, making ethical and socio-sustainable design decisions measurable and transparent to all stakeholders, for a more equitable and resilient built environment.

Discover the power of AI in design optimization with this innovative AU class. Learn how to use large language models (LLMs) and Autodesk Forma software, a custom extension, to efficiently compare and evaluate multiple design options for a specific site. Gain insights into how AI can analyze various design aspects—such as functionality, aesthetics, and environmental factors—to determine the most suitable option. Throughout the class, you'll explore real-world case studies demonstrating the effectiveness of using LLMs and Forma in design decision making. Acquire practical skills in using the Forma extension to streamline your design workflow and make data-driven decisions. By the end of this class, you'll have the knowledge and tools to harness the potential of AI in design comparison and optimization. Elevate your design process, save time, and create outstanding results that meet and exceed client expectations.

The architecture, engineering, and construction (AEC) industry is transitioning from traditional desktop applications to a decentralized cloud model, where project data is stored in databases, not bulky files. Leading this shift, Autodesk offers a comprehensive suite of APIs and services, unlocking new ways to connect workflows with data. This class, aimed at intermediate-level users, dives into Dynamo software's connectors and the new AEC Data Model API, facilitating seamless integration of cloud-based functionalities. We start with an overview of the AEC Data Model nodes and GraphQL nodes, enabling navigation to Autodesk hubs, projects, and data sources. Attendees will learn how to connect Dynamo graphs with cloud data and efficiently unpack and filter data using a variety of nodes. The class will conclude with examples showcasing cross-trade workflows. Takeaways will include understanding the capabilities of Dynamo and Autodesk Platform Services, and inspiring new data-driven methods for future projects.

This session will detail how to use Revit software and building information modeling (BIM) for complete load calculation with the help of API development, from power outlets to lighting fixtures and up to the main switchboard. In an underground railway station project, a total load of approximately 4,000 amps has been successfully calculated for the electrical system design. We understand there are difficulties to simultaneously use BIM for electrical engineering, 3D modeling, and 2D drawings in a single model. This case study will demonstrate it can be successfully achieved with great efficiency. We'll explore: 1. How to make smart families that are efficient and easy to use for calculation and 3D and 2D representation. 2. How to connect the circuits and pass the load upstream for the whole system, including UPS and duty-standby situations. 3. How to calculate electrical load from other disciplines, such as HVAC and Comms. 4. How to calculate electrical load from other models, e.g., electrical load from tunnel models to station model.

This session will explore how language learning models (LLMs) can be integrated with Autodesk Platform Services APIs for optimization of hyperparameters like structural design, reduction of material usage, and embodied carbon. We'll demonstrate this using Autodesk Platform Services to extract building information modeling (BIM) data from Revit models to train LLMs, generating intelligent-design suggestions. The optimized designs are later visualized in Autodesk Platform Services Autodesk Viewer, clearly identifying improvements. Using sample Revit models, we'll showcase how this approach has led to substantial reductions in material consumption and carbon emissions, such as a 25% reduction in steel usage and a 30% decrease in embodied carbon. Discover how using AI and Autodesk Platform Services can create more-sustainable, more-efficient, and more-innovative structural designs, driving the industry toward a greener future.

Did you want some fun and exciting—and unconventional—Revit and Dynamo tips? Then attend this class! We'll cover some "off the wall" Revit tips, such as quick dimensioning from any location in your Revit model to any other location. Also, this class will cover some lesser-known Dynamo tips that'll get your Revit workflow really moving. How about crazy tips for family modeling? This class will have that too! Sit back and enjoy the ride, and even if you're a Revit and Dynamo expert, you'll learn something new.

In today's dynamic architecture, engineering, and construction industry, projects are scaling up in size and complexity. Delivering projects under tight deadlines without compromising quality is the ultimate challenge, and the demand for efficiency and optimum solutions has never been greater. This session will explore the transformative power of optimization in Autodesk products, showcasing how they're instrumental in achieving maximum outcomes. Through a series of practical examples using Revit software, Autodesk Forma software, Autodesk Tandem software, and custom API-based solutions, participants will uncover invaluable insights into the power of optimization at every stage—from design through construction to operations. Join this session to explore the forefront of optimization—where innovation meets efficiency and projects are not just completed but elevated to their fullest potential.

Join Zaha Hadid Architects (ZHA) to discover its journey of adopting and deploying OpenUSD to build an interoperable Spatial Technology Stack (STS) with tools that include Maya software, 3ds Max software, Epic Unreal, and McNeel Rhino. The STS lets ZHA build immersive digital twins that enable deeper integrations between design and construction, enhance spatial experiences, and increase efficiencies in design and review cycles. In the session, we'll cover how no-code or low-code platforms and APIs, such as NVIDIA Omniverse, are enabling ZHA to build proprietary tools. These tools allow the firm to interact with and manipulate its data sets in processes such as robotics and digital fabrication. This approach reduces material waste while increasing sustainability and innovation. Join us to explore how this innovative approach revolutionizes architectural design, making it more engaging, responsible, and accessible to the architecture, engineering, and construction industry.

This presentation will dive into a groundbreaking case study of BRK Ambiental, Brazil's second-largest water utility, which implemented advanced automation techniques in the design of water and wastewater treatment facilities. We will explore how the use of generative design software not only streamlined the utility's infrastructure design processes, but also significantly reduced project timelines and costs, while enhancing compliance with stringent environmental regulations. Attendees will learn about the specific challenges BRK Ambiental faced, including the need for rapid design of wastewater infrastructure to meet increasing demand and compliance pressures. The session will highlight how automated design tools facilitated innovative solutions and accelerated project delivery, setting a new standard for efficiency in the water utility sector.

Revit 2023 software has completely overhauled the analytical modeling workflow. Now the physical and analytical models have the freedom to act independently. The analytical model elements must be created separately from the physical structure; however, you can still "link" them together. This ultimately gives better control over the analytical model and what it is allowed to represent. These changes are drastic, but don't worry. We're here to help explain how it all works, and have you give it a try in this hands-on lab. You don't need to be a structural engineer or a Revit structural modeler, because we'll show you how you could use the Revit analytical elements to help in the creation of physical walls, physical beams, and many other fun creations. In this lab, we'll also show you how to create your own workflows using Dynamo to customize the automation of the creation of the analytical elements.

In this session, we’ll discuss how design for additive manufacture (DFAM) can influence the performance of additively manufactured parts. This session will focus primarily on laser powder-bed fusion, but concepts can be transferable to other additive techniques. We’ll explore lattices, hollow geometries, and thin walls as common features in lightweight designs, including the challenges that these can pose in design, post processing, and actual performance. Autodesk Research is currently undertaking research to characterize how as-built features perform (mechanically) compared to idealized conditions—generic bulk-material values found in literature. This will enable better representation of these features at the design stage to facilitate more accurate simulation and optimization. Attendees will leave more familiar with DFAM, considerations during the design process, and the impacts these have on overall part performance.

Human bone is a unique material that grows based on the mechanical loading applied to it. This can cause problems for astronauts, as the loading through their bones is reduced and conditions such as osteoporosis can set in. Surgical implants, which are often used to stabilize bone fragments following a fracture, can inadvertently create similar problems, by reducing the force transferred through the bone itself. This can permanently reduce bone mass and increase the risk of future fracture. This class will discuss the ongoing research into this problem, and will demonstrate how researchers are using generative design in Fusion 360 software to explore new designs for these implants that better aid the natural bone-recovery process.

Challenging the deconstruction and decontamination of a former industrial site: the refinery of Dunkerque in France. From a huge data sets of 30 000 old plans and a dynamic scan of a 90Ha area, the low LOD Revit models were made manually but also automatically using IA with image recognition. The representations of the contamination and lithology is modelled with voxels and informed using interpolation scripts with Dynamo directly from georeferenced boreholes stored in excel datasheets. The aim of this BIM model is to create scenariis of depollution depending of what is located underground : pipes, concrete and pollutants.

The presentation will open with veteran cycle designer Mike Burrows, who will introduce the design strategy behind his initial frame design for the vehicle. He will describe the proof-of-principle model created to road test rolling resistance, wheel size and tyre selection. From that data, he designed and fabricated a carbon frame through a craft, analogue process, building on his considerable experience but without the use of any digital design aids. The courses were modelled mathematically in respect to the drag induced by the terrain. By the end of 2017 an initial prototype vehicle was ready for track testing and evaluation. This prototype will be used for UK speed and hour records in early 2018. Following Mike's introduction, Glen Thompson of London South Bank University will describe the aerodynamic considerations. Concurrently to the frame design, he was developing the external faring for the vehicle around datum points from Mike?s design. Approximately 30 iterations of form were generated over a period of 2 years, slowed by the requirement to solve models locally. The drag coefficients of early designs were benchmarked against models of the existing world record holder, Varna, and subsequently refined to absolute values with a goal to minimise the size of the transition zone to reduce drag. The second half of the presentation will be made by Barney Townsend of London South Bank University, and will focus on Autodesk's contribution to the project: the use of generative design and cloud computing to develop the next generation HPV design for the world speed record. Autodesk CFD will be used to validate existing results, and employ cloud computing to massively accelerate design improvements on the faring. This second-generation, hopefully world-record-breaking, vehicle will be manufactured in June with help from the Autodesk Advanced Manufacturing facility. At time of writing this abstract, the existing frame has been 3d scanned and imported to Fusion ready for subsequent rebuilding of the model for use with Generative Design. The presentation will conclude with the latest road test results and designs, and future plans for the record attempt at Battle Mountain, Nevada in September 2018. It will also summarise plans for a future spinout of the project as an HPV design project for STEM education in schools.

In this course, the Evangelist Team will share how Fusion 360 software and Autodesk Generative Design tools in Fusion 360 can be used as part of a design exploration strategy for industrial designers, expediting the process from conceptual development to product development, helping to make decisions on the design strategy and aesthetic directions of a product.

This roundtable discussion will explore the power of computational design in promoting sustainable development. We'll provide practical knowledge of the tools and techniques used to implement circular design principles, and we'll evaluate the ethical and social implications of using data analytics and modeling to evaluate the environmental impact of design decisions. This topic highlights the importance of resource conservation and regeneration and promotes a more sustainable future. The concept of the circular economy has gained momentum in recent years as a more sustainable and efficient model for resource use. In this context, computational design has emerged as a key enabler of the circular economy by optimizing material usage and reducing waste.