Michelle P. Kuchera

Associate Professor, Physics, Mathematics and Computer Science, Davidson College

Joined

September 2024

Names

Michelle P. Kuchera (Preferred)

Michelle Perry

Emails

****@davidson.edu (Confirmed)

Personal Links

Career & Education History

Associate Professor

Physics, Mathematics and Computer Science, Davidson College (davidson.edu)

2022 – Present

Assistant Professor

Physics, Davidson College (davidson.edu)

2016 – 2022

Postdoc

Facility for Rare Isotope Beams, Michigan State University (msu.edu)

2014 – 2016

Advisors, Relations & Conflicts

PhD Advisor

Harrison B. Prosper

Present

Expertise

No areas of expertise listed

Publications

Unpaired Translation of Point Clouds for Modeling Detector Response
Mingyang Li, Michelle P. Kuchera, Raghuram Ramanujan, Adam Anthony, Curtis Hunt, Yassid Ayyad
- CoRR 2025
- Readers: Everyone
Two-dimensional total absorption spectroscopy with conditional generative adversarial networks
Cade Dembski, Michelle P. Kuchera, Sean Liddick, Raghu Ramanujan, Artemis Spyrou
- CoRR 2022
- Readers: Everyone
TensorBNN: Bayesian inference for neural networks using TensorFlow
Braden Kronheim, Michelle P. Kuchera, Harrison B. Prosper
- Comput. Phys. Commun. 2022
- Readers: Everyone
Variational Autoencoder Inverse Mapper: An End-to-End Deep Learning Framework for Inverse Problems
Manal Almaeen, Yasir Alanazi, Nobuo Sato, W. Melnitchouk, Michelle P. Kuchera, Yaohang Li
- IJCNN 2021
- Readers: Everyone
Simulation of Electron-Proton Scattering Events by a Feature-Augmented and Transformed Generative Adversarial Network (FAT-GAN)
Yasir Alanazi, Nobuo Sato, Tianbo Liu, Wally Melnitchouk, Pawel Ambrozewicz, Florian Hauenstein, Michelle P. Kuchera, Evan Pritchard, Michael Robertson, Ryan R. Strauss, Luisa Velasco, Yaohang Li
- IJCAI 2021
- Readers: Everyone
Artificial Intelligence and Machine Learning in Nuclear Physics
Amber Boehnlein, Markus Diefenthaler, Cristiano Fanelli, Morten Hjorth-Jensen, Tanja Horn, Michelle P. Kuchera, Dean Lee, Witold Nazarewicz, Kostas Orginos, Peter Ostroumov, Long-Gang Pang, Alan W. P. Poon, Nobuo Sato, Malachi Schram, Alexander Scheinker, Michael S. Smith, Xin-Nian Wang, Veronique Ziegler
- CoRR 2021
- Readers: Everyone
Implicit Quantile Neural Networks for Jet Simulation and Correction
Braden Kronheim, Michelle P. Kuchera, Harrison B. Prosper, Raghuram Ramanujan
- 2021 (modified: 24 Apr 2023)
- CoRR 2021
- Readers: Everyone
Unsupervised Learning for Identifying Events in Active Target Experiments
Robert Solli, Daniel Bazin, Michelle P. Kuchera, Ryan R. Strauss, Morten Hjorth-Jensen
- CoRR 2020
- Readers: Everyone
cFAT-GAN: Conditional Simulation of Electron-Proton Scattering Events with Variate Beam Energies by a Feature Augmented and Transformed Generative Adversarial Network
Luisa Velasco, Evan McClellan, Nobuo Sato, Pawel Ambrozewicz, Tianbo Liu, W. Melnitchouk, Michelle P. Kuchera, Yasir Alanazi, Yaohang Li
- ICMLA 2020
- Readers: Everyone
Bayesian Neural Networks for Fast SUSY Predictions
Braden Kronheim, Michelle P. Kuchera, Harrison B. Prosper, Alexander Karbo
- CoRR 2020
- Readers: Everyone

View all 13 publications

Co-Authors

View all 47 co-authors