University of Florida

The workshop covers advancements, challenges, and gaps in flexible hybrid electronics, hybrid electronics, and bio-signal sensing for real-time cognitive and physical state monitoring and augmentation, and includes AI for Metrology (AI4MT) sessions. Day 1, the Innovation Forum, features technical presentations on advances from FlexTech and NBMC. Day 2, Technical Gap Analysis, uses collaborative breakout sessions to examine technology gaps and roadmaps, shape FlexTech and NBMC research priorities, and inform future Request for Proposal directions. Day 3, the AI for Metrology Workshop, explores connecting metrology, failure-analysis, and test data across the semiconductor supply chain. Topics include AI-assisted defect localization and root-cause analysis, non-destructive modalities, targeted physical characterization, chiplets, heterogeneous integration, and advanced packaging. Industry tours at SkyWater Technology and NeoCity Academy are also listed.

The technical symposia span ceramic and glass science, engineering, processing, and applications. Topics include ceramic interfaces and grain boundaries; oxide quantum materials; superconductivity, magnetism, and correlated phases; functional ceramics; extreme-environment and microelectronics materials; two-dimensional materials; high-entropy materials; bioceramics; glass surfaces and the glassy state; and computational modeling, data science, and AI/ML for materials discovery and manufacturing. Energy-related subjects include materials for energy storage and conversion, nuclear energy applications, protonic ceramic cells, and materials for a sustainable and resilient energy future. Manufacturing topics include advanced ceramic processing, additive manufacturing, glass manufacturing scale-up, and intelligent manufacturing. The additive-manufacturing symposium covers feedstock design, printing and post-processing, modeling, characterization, process-structure-property relationships, qualification, certification, scale-up, cost, reliability, and industrial implementation. The raw-materials symposium addresses material quality and variability, alternative and recycled feedstocks, sustainable sourcing, circularity, supply-chain resilience, resource security, and decarbonization.