Publications (10)
Dynamics-based peptide-MHC binding optimization by a convolutional variational autoencoder: a use-case model for CASTELO
David Bell, Giacomo Domeniconi, Chih-Chieh Yang +3
An unsolved challenge in the development of antigen specific immunotherapies is determining the optimal antigens to target. Comprehension of antigen-MHC binding is paramount toward…
Single Layer In-O Atomic Sheets as Phonon and Electron and Barriers in ZnO-In2O3 Natural Superlattices: Implications for Thermoelectricity
Xin Liang, David Bell, David R. Clarke
The phases in the ZnO half of the ZnO-In2O3 binary system are natural superlattices consisting of periodic stacking of single InO2 sheets separated by indium doped ZnO blocks with…
Prithvi-EO-2.0: A Versatile Multi-Temporal Foundation Model for Earth Observation Applications
Daniela Szwarcman, Sujit Roy, Paolo Fraccaro +33
This paper presents Prithvi-EO-2.0, a new geospatial foundation model that offers significant improvements over its predecessor, Prithvi-EO-1.0. Trained on 4.2 million global time…
The USRA Feynman Quantum Academy: If You Give a Student a Quantum Internship
Zoe Gonzalez Izquierdo, Sophie Block, Besart Mujeci +3
In the rapidly expanding field of quantum computing, one key aspect to maintain ongoing progress is ensuring that early career scientists interested in the field get appropriate gu…
Creating a Cooperative AI Policymaking Platform through Open Source Collaboration
Aiden Lewington, Alekhya Vittalam, Anshumaan Singh +48
Advances in artificial intelligence (AI) present significant risks and opportunities, requiring improved governance to mitigate societal harms and promote equitable benefits. Curre…
Geomagnetically Induced Currents in the Irish Power Network during Geomagnetic Storms
Seán P. Blake, Peter T. Gallagher, Alan G. Jones +6
Geomagnetically induced currents (GICs) are a well-known terrestrial space weather hazard. They occur in power transmission networks and are known to have adverse effects in both h…
GAIA: A Foundation Model for Operational Atmospheric Dynamics
Ata Akbari Asanjan, Olivia Alexander, Tom Berg +12
We introduce GAIA (Geospatial Artificial Intelligence for Atmospheres), a hybrid self-supervised geospatial foundation model that fuses Masked Autoencoders (MAE) with self-distilla…
Uber's Failover Architecture: Reconciling Reliability and Efficiency in Hyperscale Microservice Infrastructure
Mayank Bansal, Milind Chabbi, Kenneth Bogh +20
Operating a global, real-time platform at Uber's scale requires infrastructure that is both resilient and cost-efficient. Historically, reliability was ensured through a costly 2x…
Fully-automated patient-level malaria assessment on field-prepared thin blood film microscopy images, including Supplementary Information
Charles B. Delahunt, Mayoore S. Jaiswal, Matthew P. Horning +22
Malaria is a life-threatening disease affecting millions. Microscopy-based assessment of thin blood films is a standard method to (i) determine malaria species and (ii) quantitate…
A Detailed Model of the Irish High Voltage Power Network for Simulating GICs
Seán P. Blake, Peter T. Gallagher, Joan Campanyà +5
Constructing a power network model for geomagnetically induced current (GIC) calculations requires information on the DC resistances of elements within a network. This information…