Los Alamos National LaboratoryInformation Science and Technology Institute (ISTI)
Implementing and fostering collaborative research, workforce and program development, and technical exchange

Data Science and Artificial Intelligence

ISTI solicits proposals for small but crucial projects in support of new, high-risk ideas, feasibility studies, or other basic R&D in support of upcoming proposal opportunities across the spectrum of LANL programs
  • Center Leader
  • James Ahrens
  • (505) 667-5797
  • Email
  • Professional Staff Assistant
  • Veronica Rodriguez
  • (505) 665-0528
  • Email

Presentations

September 13, 2021: 9:00am – 1:15pm
Location: Oppenheimer Study Center, Jemez/Cochiti Rooms & WebEx
Rapid Response Research Call for Proposals
Printable agenda (pdf)

Rapid Response – Data Science and Artificial Intelligence 

  • Machine Learning for Hyperspectral X-ray Imaging Analysis / Matthew Carpenter
  • Securing our Technical Leadership in Hierarchical Watersheds / Reid Porter
  • Unbiased Reconstruction of Lossy-compressed Statistical Data / Boram Yoon
  • AI Enhanced Discretization’s for High-Fidelity Physics Simulations / Peter Brady
  • Adaptive Machine Learning-based Real-time 3D Inversion of Coherent Diffraction Imaging / Alexander Scheinker
  • Data-driven Models of Adsorption Equilibria of Multi-component Mixtures in Porous Materials / Mohamed Mehana

Rapid Response – Computational and Data Integrity

  • Explanations as Defense: Detecting Adversarial Inputs to Machine Learning Models / Lissa Moore
  • Private and Verifiable Model Evaluation using Secure Multiparty Computation and Zero-knowledge / Michael Dixon
  • Boosting in Deep Semi-supervised Learning with Multi-view Redundant Information / Juan Castorena
  • Wildfire Reburns and Diminishing Returns of Existing Forest Management Policies / Kurt Solander
  • Performance Modeling of Scientific Codes on Machine Learning Accelerators / Li Tang