Science Highlights
A bi-annual summary of projects conducted and supported by PSC computational resources, educational programs, and staff expertise
AI Predicts Synthesizability of Crystals via Abstract Images
Images derived from crystal structures help neural network running on Bridges-2 to predict ability to create a given crystal in the real world
Anton 2 Sims Suggest How Fish Oil Health Benefits Start at Cell Membrane
Molecular simulations coupled with AI analysis reveal how omega-3 polyunsaturated fatty acids may regulate the size of membrane “rafts”
Electrical Charge of Vaccine Particles May Lead to Blood-Clot Side Effect
Bridges-2 simulations suggest complication may stem from oppositely charged clot-forming protein sticking to engineered adenovirus
College Students Learn Molecular Simulation on Bridges-2
Educational allocation gives students taste of computational field, tools for science careers
Bridges Anchors Simulation of Sound Waves to Manage Heat, Stress in Fluid Flow
Two-step computation holds promise in improving efficiency, reducing stress in power plants, electronics, off-shore structures.
AI-Driven Robotic Design of MRI Contrast Agents
MCS-designed machine learning algorithm promises record performing materials with unprecedented speed of discovery.
MuST Program Simplifies Predictions of Material Properties
Open-Source Tool for Engineering New Substances Developed by PSC Scientist and Colleagues
Better Heat Dissipation Points to Improved Electronics
New Materials Simulated on Bridges, Bridges-2 May Allow Smaller Devices, Avoiding “Hotspot” Problem.
Virtual Brain Injury Study Identifies Key Factors in Potential Nerve-Fiber Damage
Initial Report Uses Simulation on Bridges for a Finer-Scale Look at Stresses Leading to TBI
PSC BEST Program Leaves Lasting Impact on STEM Education, Students
Program marks 15 years of offering bioinformatics curriculum to high school teachers, opening new career paths for students
