Papers & Talks — Kaylie Hausknecht

Papers 3 entries

ICLR 2025 2025

HARDMath: A Benchmark Dataset for Challenging Problems in Applied Mathematics

Jingxuan Fan*, Sarah Martinson*, Erik Wang*, Kaylie Hausknecht*, Jonah Brenner, Danxian Liu, Nianli Peng, Corey Wang, Michael Brenner (2024)

ICLR 2025 · *Equal contribution

ICLR arXiv

@inproceedings{fan2025hardmath,
  title     = {HARDMath: A Benchmark Dataset for Challenging Problems in Applied Mathematics},
  author    = {Fan, Jingxuan and Martinson, Sarah and Wang, Erik and Hausknecht, Kaylie and Brenner, Jonah and Liu, Danxian and Peng, Nianli and Wang, Corey and Brenner, Michael},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year      = {2025}
}

PNAS 2024

Control of Flow Behavior in Complex Fluids Using Automatic Differentiation

Mohammed Alhashim, Kaylie Hausknecht, Michael Brenner (2024)

Proceedings of the National Academy of Sciences of the United States of America (PNAS), 122(8)

PNAS arXiv

@article{alhashim2025control,
  title   = {Control of Flow Behavior in Complex Fluids Using Automatic Differentiation},
  author  = {Alhashim, Mohammed and Hausknecht, Kaylie and Brenner, Michael},
  journal = {Proceedings of the National Academy of Sciences},
  volume  = {122},
  number  = {8},
  doi     = {10.1073/pnas.2403644122},
  year    = {2025}
}

The Astrophysical Journal 2022

ExoMiner: A Highly Accurate and Explainable Deep Learning Classifier that Validates 301 New Exoplanets

Hamed Valizadegan, Miguel Martinho, Laurent S. Wilkens, Jon M. Jenkins, Jeffrey Smith, Douglas A. Caldwell, Joseph D. Twicken, Pedro C. Gerum, Nikash Walia, Kaylie Hausknecht, Noa Y. Lubin, Stephen T. Bryson, Nikunj C. Oza (2022)

The Astrophysical Journal, 926(2), 120

ApJ arXiv

@article{valizadegan2022exominer,
  title   = {ExoMiner: A Highly Accurate and Explainable Deep Learning Classifier That Validates 301 New Exoplanets},
  author  = {Valizadegan, Hamed and Martinho, Miguel and Wilkens, Laurent S. and Jenkins, Jon M. and Smith, Jeffrey C. and Caldwell, Douglas A. and Twicken, Joseph D. and Gerum, Pedro C. L. and Walia, Nikash and Hausknecht, Kaylie and Lubin, Noa Y. and Bryson, Stephen T. and Oza, Nikunj C.},
  journal = {The Astrophysical Journal},
  volume  = {926},
  number  = {2},
  pages   = {120},
  doi     = {10.3847/1538-4357/ac4399},
  year    = {2022}
}