As our industry strives to address global issues such as productivity and resources, we see productization surfacing as a key driver for change. In this session, we'll dive into what technology can do to support this change, and we'll explore existing solutions.

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.

Architects today face a complex challenge: accurately estimating carbon footprints while exploring a wider and wider variety of forms. In this session, we'll demonstrate how to effectively integrate Autodesk Forma software's carbon analysis tools with Rhino software's modeling capabilities, presenting a novel workflow that allows the evaluation of multiple designs simultaneously. Understand best practices for organizing data in Rhino. Learn methods to quickly incorporate insights from Autodesk Forma back into Rhino for ongoing design iteration. Discover strategies you can use to dramatically reduce the time spent on evaluating carbon impacts, achieving vast efficiency improvements, while maximizing design quality and minimizing environmental impact.

Building information modeling (BIM) platforms and design software have opposite strengths. To get the best from each, it's beneficial to have them working in combination and complementing each other throughout the whole design phase. Doing so will also help bring BIM culture closer to designers, breaking the entrenched silos between the disciplines. Embracing designers in BIM allows for earlier implementation in the project and delays design freeze, as every iteration is captured in the federated model. This workflow proposes a fully integrated approach to the use of Rhino software and Revit software, describing the interoperability requirements of these platforms at the different stages of a project. Interoperability is a big challenge—we will review how an agile methodology can let you incorporate emerging technologies, and how this technology affects the design process.

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.

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.

In this talk, we will dive deeply into how ongoing technological strides are revolutionizing building services engineering and enabling new event-driven design workflows. We will explore innovative automation tools, including visual programming and SaaS platforms, that are not only enhancing the efficiency and precision of MEP designs, but are also promoting a more integrative and dynamic approach to engineering challenges by capturing engineering knowledge, as well as the data that drives it. This presentation will also emphasize the transformative potential of fileless data architecture through the power of federated GraphQL APIs, Neo4j graph databases, and Autodesk Forma software. These advanced technologies facilitate a seamless, real-time flow of information, adapting dynamically to changes and ensuring that every component within a project is consistently synchronized with a single source of design information.

Considering the imminent climate crisis, we need to reduce our emissions drastically. However, at the same time, the mobility sector is steadily growing. One solution can be the Hyperloop, promising shorter travel times than air passenger travel with fewer emissions. mu-zero HYPERLOOP is a team of 50+ passionate students from the Karlsruhe Institute of Technology (KIT) with a mission to contribute to a sustainable future of transportation. Each year, we design and build a Hyperloop Pod using Autodesk Fusion software, and ultimately compete very successfully against other teams at the European Hyperloop Week (EHW). This session will explore how we use Fusion to design and manage a complex project with 25,000+ components and collaborate with 50+ team members. Learn how to use Fusion as a comprehensive platform for concept sketching, simulation, generative design, and the handling of large assemblies and streamlined manufacturing workflows.

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.

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.

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.

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.

Specialized applications for structure, analysis, detailing, and more are now included when you subscribe to the Architecture, Engineering & Construction Collection. How is the new, unified AEC Collection changing how you work? In this 60-minute session, you’ll learn about the seamless Revit software, Robot Structural Analysis software, Advance Steel software, and Dynamo software. You’ll learn how to link a Revit structural model to Robot Structural Analysis for structural steel code check and optimization. You’ll also learn how to control all models using Dynamo and Autodesk Generative Design software. This class will also cover how to set up and use BIM 360 Design software for sharing Revit, Robot Structural Analysis, and Advance Steel models, and to curate, coordinate, and manage deliverables throughout the project lifecycle. When design project teams have the right information at the right time, work happens faster.

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.

ChatGPT is an artificial intelligence chatbot that OpenAI developed and released in November 2022 with an $11+ billion investment from Microsoft. Going from a prototype we developed during an Autodesk Hackathon, you'll learn how you can use ChatGPT to create modeling objects or take action on your existing model design by either voice or text input. You will also get a chance to hear firsthand about the benefits and challenges we learned while integrating this developing technology into a flagship application.

In the right hands, generative design in Fusion 360 has enormous capability to radically transform and improve your design process, using the power of intelligent algorithms to create complex, high performing designs in a fraction of the time it would take manually. To get there however, you need to learn to speak the language of generative design, understand how it works, when to use it, and to master some of the techniques and tools which are unique to this design process. In this hands on lab, we'll equip with a variety of practical tools and techniques you can use to get better results from generative design whether you're just starting out, or further along on your journey. We'll delve into some of the lesser used features that can have a huge impact on the quality of your final outcome and take your designs from good to great. Throughout, we'll focus on demonstrating these tools on a variety of relevant applications from a variety of different industries, so that you can have a better idea of where and how you can apply generative design to your own work.

Building configurators are essential in the industrialized construction (IC) space. By using tools like Dynamo with Revit software, we can efficiently create an assembled building using basic design for manufacture and assembly (DfMA) assumptions. A configurator enables us to quickly search libraries for company assemblies and their parameter values, suggest previously engineered products (assemblies), and place these suggested products in their assumed project locations. Using this tool reduces a three-week process to one hour, and it unifies data with design, all while creating a reliable model. In this class, you'll learn the techniques involved in building a configurator with Revit and Dynamo software. You'll also learn how to evolve the process for continuous optimization, create custom searches for your products, filter methods that mimic DfMA logic and how to consume other massing inputs. Lastly, we will share lessons learned in our own experiences building configurators and discuss what resources were needed.

To meet global demand for affordable and sustainable housing, the architecture, engineering, and construction (AEC) industry must streamline the design-to-construction process. Modular builders—like Factory_OS—are doing just that by productizing their building systems to generate customizable buildings from a catalog of construction-ready unit types. With Factory_OS, Autodesk Research has developed new design methods that connect their building unit catalog with AI-powered generative design to create multiple design options. This case study demonstrates how new procedural design systems enabled rapid, no-code design exploration while balancing trade-offs between cost, carbon, and habitability. The study also showcases how the prototype made it onto Autodesk Forma using the developer extension model to deliver customized novel design functionality and metrics. Going beyond existing capabilities, Autodesk Research and Autodesk Forma enabled Factory_OS to rapidly and intuitively evaluate new development projects in a data-informed manner.

Generative artificial intelligence (AI) and large language models (LLMs) are bringing disruption across industries, changing the way we create images, text, and code. Within architecture, engineering, and construction (AEC), these tools will transform the design and construction process. Professionals in AEC must stay informed of this fast-moving technology to remain competitive and aware of the innovative design-and-make software. TileGPT is an LLM-powered prototype developed within Autodesk Research to generate optimized designs using intuitive and flexible text-based input. This session will cover the technical capabilities of this generative AI system, which uses optimization to enable rapid design exploration. It presents example use cases within AEC design, including performance-driven generation of building massing, site design, facade layouts, and more. With generative AI, Autodesk Research is expanding what's possible within design tools, and showcasing new design experiences that are fast, intuitive, and accessible.