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The Kempner Institute - Unlocking Intelligence

The Kempner Institute for the Study of Natural and Artificial Intelligence at Harvard University brings together students, scientists, and engineers dedicated to revealing the foundations of intelligence in both natural and artificial contexts, and to leveraging these findings to develop groundbreaking technologies.

Scientists still have a great deal to learn about the basis of intelligence and the fundamental mechanisms behind how humans, animals, and machines learn, compute, and reason. Researchers at Harvard’s Kempner Institute are using artificial intelligence (AI) to analyze large sets of data, leading to insights about how brains function. The Kempner is committed to advancing the science of AI, building theoretical insight that allows researchers to peer into the black boxes of modern AI models to better understand their strengths, weaknesses, and optimal use cases. Enriching the science of AI also helps lay the groundwork for the next generation of AI models and training methods.

Kempner Institute researchers study the foundations of intelligence in natural and artificial systems with the aim of eventually leveraging these findings to develop groundbreaking tools and technologies that can be applied to everything from treating disease to emergency preparedness.

One of the largest academic computer clusters in the world, and housed at the MGHPCC, the Kempner AI cluster is comprised of 384 H100, 144 A100, 384 H200, and 192 RTX 6000 Pro.

Follow The Kempner Institute on X at @KempnerInst, on GitHub at: https://github.com/KempnerInstitute, and on On Hugging Face at: https://huggingface.co/KempnerInstituteAI

 

Kempner Institute for the Study of Natural and Artificial Intelligence at Harvard University

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
Investigating Mantle Flow Through Analyses of Earthquake Wave Propagation
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
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Collaborative projects

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Outreach & Education Projects

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