High-Throughput Systems
The pace of protein science is being reshaped by the convergence of AI, automation, and integrated experimental systems, enabling more predictive, scalable, and connected discovery and development. Researchers are increasingly leveraging autonomous experimentation, high-throughput screening, real-time analytics, and advanced analytical and quality technologies to accelerate decision-making and improve reproducibility across complex biologics systems. The High-Throughput Systems pipeline highlights how data-driven platforms are transforming the way proteins are designed, produced, and characterized—linking computational design, automated execution, and analytical workflows into a unified, intelligent ecosystem.
January 18
January 19-20
January 20-21
If you are working in the following areas join the PepTalk community:
- AI/ML and Data-Driven Design
- Autonomous and Self-Driving Experimental Systems
- Robotics, Automation, and Integrated Laboratory Platforms
- High-Throughput Screening, Assay Design, and Miniaturization
- Display Technologies
- Synthetic Biology and Cell-Free Protein Production Systems
- Predictive Modeling, Digital Twins, and Computational Workflows
- Advanced Instrumentation and Analytical Technologies
- Continuous Bioprocessing Workflows
- Next-Gen Purification Technologies
- Real-time Analytics, PAT, and Closed-Loop Process Control
- Quality Control
- Laboratory Informatics (LIMS/ELN)
- End-to-end Workflow Integration and Optimization