Convergence of Digital Twins, High Performance Simulations, Robotics, and Artificial Intelligence for BioDesign

Convergence of Digital Twins, High Performance Simulations, Robotics, and Artificial Intelligence for BioDesign

Tuesday, May 14, 2024 1:00 PM to 1:20 PM · 20 min. (Europe/Berlin)
Hall Z - 3rd floor
Focus Session
AI Applications powered by HPC TechnologiesApplication Workflows for DiscoveryBioinformatics and Life SciencesDigital Twins and MLHPC Simulations enhanced by Machine Learning

Information

The intersection of innovation, computation, biology, and robotics holds transformative potential in the field of BioDesign. This talk delves into the convergence of four powerful pillars: Digital Twins, High-Performance Computational Simulations, Artificial Intelligence (AI), and Robotics, and their collective impact on shaping the future of biotechnology and healthcare. Digital Twins, originating in engineering, have found profound utility in biology, enabling virtual replicas of biological systems for real-time monitoring and analysis. Coupled with High-Performance Computational Simulations, these twins empower researchers to simulate complex biological processes with unprecedented accuracy. Supercomputing capabilities further extend the boundaries of exploration, unlocking insights into disease mechanisms and genetic pathways. However, the true potential of Digital Twins and Computational Simulations is realized through the infusion of Artificial Intelligence. AI algorithms augment models by autonomously analyzing vast datasets, optimizing experimental designs, and predicting outcomes. Through iterative learning, AI-driven Digital Twins evolve into sophisticated predictive tools, guiding researchers towards innovative solutions. Robotics also play a pivotal role in BioDesign, enhancing experimental capabilities and enabling precise manipulation. Robotic platforms facilitate automated experimentation, high-throughput screening, and controlled synthesis of biological materials. Integrated with Digital Twins and AI, robotic systems streamline the process of experimentation and accelerate the pace of discovery. This talk will showcase recent advancements at the intersection of Digital Twins, High-Performance Computational Simulations, Artificial Intelligence, and Robotics in BioDesign. From accelerating drug development pipelines to customizing medical treatments, these synergistic technologies herald a future where biology is engineered with precision and purpose.
Format
On-siteOn Demand
Intermediate Level
100%