Recent Talks

📆 2024

📆 2023

Creating Small(-ish) LLMs

**LLM Lunch Talk

🪧 Exascale Science on Aurora @ Intel oneAPI Workshop @ UIC (10/2023)

🪧 LLMs on Polaris @ ALCF Hands On HPC Workshop (10/2023)

🪧 Scaling LLMs for Science and Ongoing Collaborations @ Data-Intensive Computing and AI/ML at Scale (08/2023)

🪧 MLMC: Machine Learning Monte Carlo @ Lattice 2023 (07/2023)

🪧 Generative Modeling and Efficient Sampling @ PASC23 (07/2023)

🪧 Efficient Sampling for Lattice Gauge Theory @ Deep Fridays @ U. Bologna (04/2023)

📆 2022

🪧 Large Scale Training @ Introduction to AI4Science on Supercomputers (ALCF) (11/2022)

🪧 Hyperparameter Management @ ALCF Simulation, Data, and Learning Workshop (10/2022)

🪧 Statistical Learning @ ATPESC 2022 (08/2022)

• 📕 accompanying notebook

🪧 Scientific Data Science: An Emerging Symbiosis @ ANL (05/2022)

🪧 Machine Learning in HEP @ UNC Greensboro (03/2022)

• Machine Learning in HEP, at UNC Greensboro, March 2022

📆 2021

🪧 Accelerated Sampling Methods for Lattice Gauge Theory, @ BNL / DWQ @ 25 (12/2021)

🪧 Training Topological Samplers for Lattice Gauge Theory @ ML4HEP, ECT* Trento (09/2021)

🪧 l2hmc-qcd @ MIT Lattice Group Seminar (2021)

l2hmc-qcd at the MIT Lattice Group Seminar, 2021

🪧 Deep Learning HMC for Improved Gauge Generation @ ML in LQCD Workshop (2021)

📆 2020

🪧 Machine Learning for Lattice QCD @ U. Iowa (2020)