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University of Illinois at Urbana-Champaign
- Urbana, IL
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09:34
(UTC -12:00) - https://www.marksneubauer.com/
- https://orcid.org/0000-0001-8434-9274
- @MarkSNeubauer
- in/marksneubauer
- https://scholar.google.com/citations?user=jxy08CgAAAAJ&hl=en
Highlights
- Pro
Stars
Lumen is a self-hosted AI gateway. It provides a web chat interface and an OpenAI-compatible API proxy
Code for the manuscript "A self-supervised multi-layer network of Rectified Spectral Units (ReSUs)" submitted to NeurIPS
This repository contains the code for "A Predictive Approach To Enhance Time-Series Forecasting"
Server infrastructure for GPU inference-as-a-service in large scientific experiments
A full-body PET scanner using G4 parameterised solid
Official implementation of "Particle Transformer for Jet Tagging".
Fast profiling tool for likelihood-based statistical analyses
Work related to the Inverted Pendulum Hardware
This repository hosts the code for an FPGA based accelerator for convolutional neural networks
HyperTrack: Neural Combinatorics for High Energy Physics [arXiv:2309.14113]
The easiest way to create websites for conference/events
Build a LSTM encoder-decoder using PyTorch to make sequence-to-sequence prediction for time series data
[CoRL '23] Dexterous piano playing with deep reinforcement learning.
An invigorating blend of 3D geometry tools in Python.
A tool for connecting programs to scan the parameter space of physics models
Smith, Myers, Kaplan and Goodman-Strauss's aperiodic monotile, in a variety of formats
UCSD PHYS 139/239: Machine Learning in Physics (Fall 2025)
These are the slides associated with the GNN tutorial at the APS March Meeting
PyTorch model to RTL flow for low latency inference
ML4EFT is a general open-source framework for the integration of unbinned multivariate observables into global fits of particle physics data.
Fitting a Collider in a Quantum Computer: Tackling the Challenges of Quantum Machine Learning for Big Datasets
Code for Fermilab LDRD 2020-050 "Numerical Integration on GPUs", implementing the CUHRE routine for GPUs.


