A5093487978- Automated Road and Building Extraction
- Atmospheric chemistry and aerosols
- RNA and protein synthesis mechanisms
- Oil Spill Detection and Mitigation
- Protein Structure and Dynamics
- Maritime Transport Emissions and Efficiency
- Machine Learning in Bioinformatics
Stanford University
2023
Abstract RNA-based medicines and RNA-targeting drugs are emerging as promising new approaches for treating disease. Optimizing these therapeutics by naive experimental screening is a time-consuming expensive process, while rational design requires an accurate understanding of the structure function RNA. To address this challenge, we present ATOM-1, first RNA foundation model trained on chemical mapping data, enabled data collection strategies purposely developed machine learning training....
Clouds play a significant role in global temperature regulation through their effect on planetary albedo. Anthropogenic emissions of aerosols can alter the albedo clouds, but extent this effect, and its consequent impact change, remains uncertain. Human-induced clouds caused by ship aerosol emissions, commonly referred to as tracks, provide visible manifestations distinct from adjacent cloud regions therefore serve useful sandbox study human-induced clouds. However, lack large-scale track...