Extending ClimaX for Flood Forecasting
This video showcases the innovative work by the Microsoft Research Africa, Nairobi team on improving flood forecasting in Rwanda. By enhancing the ClimaX model, a transformer-based weather and climate model, the team aims to predict…
Microsoft as Customer Zero: Empowering Research Teams with AI
This video features Chenglong Wang, Evelyne Viegas, Nathan Evans, and Ryen White discussing how they use, infuse, and diffuse AI into research processes at Microsoft Research and its impact on accelerating innovation, enhancing operational efficiency,…
Predicting and explaining AI model performance: A new approach to evaluation
ADeLe, a new evaluation method, explains what AI systems are good at—and where they’re likely to fail. By breaking tasks into ability-based requirements, it has the potential to provide a clearer way to evaluate and…
Magma
Magma is a multimodal foundation model designed to both understand and act in digital and physical environments. Magma builds on the foundation models paradigm that pretraining on a larger amount of more diverse datasets allows…
Abstracts: Heat Transfer and Deep Learning with Hongxia Hao and Bing Lv
Silicon has long borne the burden of heat transfer in electronics, but in a post-Moore’s Law world, researchers like Hongxia Hao and Bing Lv are using AI to discover and design next-generation materials that exceed…