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Supercomputers Reveal Ancient Atmospheric Battle

Jingjun Liu uses Yale HPC resources housed at the MGHPCC to study the origins and distribution of life throughout the cosmos, in particular, the emergence of complex life here on Earth.

In a recent paper, exploring the evolution of the iodine cycle and the late stabilization of the Earth’s ozone layer, Liu and his collaborators uncovered a surprising explanation for why complex life on land took so long to evolve: a chemical “air war” in Earth’s early atmosphere. Their study suggests that high levels of iodine released from ancient oceans destroyed ozone in the atmosphere, allowing harmful ultraviolet radiation to persist for billions of years. This would have made Earth’s surface inhospitable to early land plants and animals, delaying their emergence.

To test this hypothesis, Liu et al used Yale’s high-performance computing resources housed at the Massachusetts Green High Performance Computing Center (MGHPCC). These powerful systems enabled them to run detailed ocean-atmosphere models and photochemical simulations that would have been computationally impossible on standard machines. The simulations showed how iodine could have significantly depleted ozone, supporting the theory that atmospheric chemistry - not just biological or geological factors - played a key role in shaping the timeline of life’s evolution on land.

By combining geochemical data with advanced modeling, their study offers a new perspective on Earth’s environmental history and showcases the critical role of supercomputing in unraveling complex planetary processes.

Jingjun Liu
Doctoral student in Earth and Planetary Sciences at Yale

Research projects

A Future of Unmanned Aerial Vehicles
Yale Budget Lab
Volcanic Eruptions Impact on Stratospheric Chemistry & Ozone
Towards a Whole Brain Cellular Atlas
Tornado Path Detection
The Kempner Institute - Unlocking Intelligence
The Institute for Experiential AI
Taming the Energy Appetite of AI Models
Surface Behavior
Studying Highly Efficient Biological Solar Energy Systems
Software for Unreliable Quantum Computers
Simulating Large Biomolecular Assemblies
SEQer - Sequence Evaluation in Realtime
Revolutionizing Materials Design with Computational Modeling
Remote Sensing of Earth Systems
Quantum Computing in Renewable Energy Development
Pulling Back the Quantum Curtain on ‘Weyl Fermions’
New Insights on Binary Black Holes
NeuraChip
Network Attached FPGAs in the OCT
Monte Carlo eXtreme (MCX) - a Physically-Accurate Photon Simulator
Modeling Hydrogels and Elastomers
Modeling Breast Cancer Spread
Impact of Marine Heatwaves on Coral Diversity
IceCube: Hunting Neutrinos
Genome Forecasting
Global Consequences of Warming-Induced Arctic River Changes
Exact Gravitational Lensing by Rotating Black Holes
Evolution of Viral Infectious Disease
Evaluating Health Benefits of Stricter US Air Quality Standards
Ephemeral Stream Water Contributions to US Drainage Networks
Energy Transport and Ultrafast Spectroscopy Lab
Electron Heating in Kinetic-Alfvén-Wave Turbulence
Discovering Evolution’s Master Switches
Dexterous Robotic Hands
Developing Advanced Materials for a Sustainable Energy Future
Detecting Protein Concentrations in Assays
Denser Environments Cultivate Larger Galaxies
Deciphering Alzheimer's Disease
Dancing Frog Genomes
Cyber-Physical Communication Network Security
Asteroid Data Mining
Analyzing the Gut Microbiome
Adaptive Deep Learning Systems Towards Edge Intelligence
Accelerating Rendering Power
ACAS X: A Family of Next-Generation Collision Avoidance Systems
Neurocognition at the Wu Tsai Institute, Yale
Computational Modeling of Biological Systems
Computational Molecular Ecology
Social Capital and Economic Mobility
Building for Floods
Better Pathogen Targeting
Tracking Environmental Health Risks
AI for Cancer Diagnosis
Microplastic-Free by Design
Supporting Data-intensive Social Science
Sailing the Symbiosis Seascape
Wrangle Range Modeling
Shining a Light on Dark Matter
Grid Responsive Data Centers
Multifunctional 3D-Printed Materials
AI Pareidolia
Computing Hidden Health Threats from Heat
Staving off the Banana Apocalypse
CRISPR Mice, Smarter Science
Naval and Ocean Renewable Energy Hydrodynamics
AI That Speaks Human About Health
A Safer Way to See Inside Cells
How Monkeys - and Machines - See in 3D
FlowER: AI for Predicting Chemical Reactions
Bone Ratios and Big Data
Supercomputers Reveal Ancient Atmospheric Battle
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