William Gilpin

According to our database, William Gilpin authored at least 16 papers between 2016 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Transformers for dynamical systems learn transfer operators in-context.

Anthony Bao, Jeffrey Lai, William Gilpin

CoRR, February, 2026

Universal Redundancies in Time Series Foundation Models.

Anthony Bao, Venkata Hasith Vattikuti, Jeffrey Lai, William Gilpin

CoRR, February, 2026

2025

Panda: A pretrained forecast model for universal representation of chaotic dynamics.

Jeffrey Lai, Anthony Bao, William Gilpin

CoRR, May, 2025

Context parroting: A simple but tough-to-beat baseline for foundation models in scientific machine learning.

Yuanzhao Zhang, William Gilpin

CoRR, May, 2025

Optimization hardness constrains ecological transients.

William Gilpin

PLoS Comput. Biol., 2025

The cell as a token: high-dimensional geometry in language models and cell embeddings.

William Gilpin

Bioinform., 2025

Zero-shot forecasting of chaotic systems.

Yuanzhao Zhang, William Gilpin

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2023

Generative learning for nonlinear dynamics.

William Gilpin

CoRR, 2023

Large statistical learning models effectively forecast diverse chaotic systems.

William Gilpin

CoRR, 2023

Recurrences reveal shared causal drivers of complex time series.

William Gilpin

CoRR, 2023

2021

Chaos as an interpretable benchmark for forecasting and data-driven modelling.

William Gilpin

Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021

2020

Deep learning of dynamical attractors from time series measurements.

William Gilpin

CoRR, 2020

Deep reconstruction of strange attractors from time series.

William Gilpin

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2018

Cellular automata as convolutional neural networks.

William Gilpin

CoRR, 2018

2017

A phase transition induces chaos in a predator-prey ecosystem with a dynamic fitness landscape.

William Gilpin, Marcus W. Feldman

PLoS Comput. Biol., 2017

2016

PyPDB: a Python API for the Protein Data Bank.

William Gilpin

Bioinform., 2016