William Gilpin

19 papers A* 2Journal 16Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Transformers for dynamical systems learn transfer operators in-context. CoRR Anthony Bao, Jeffrey Lai, William Gilpin
2026	J	`jnl`	Universal Redundancies in Time Series Foundation Models. CoRR Anthony Bao, Venkata Hasith Vattikuti, Jeffrey Lai, William Gilpin
2025	J	`jnl`	Context parroting: A simple but tough-to-beat baseline for foundation models in scientific machine learning. CoRR Yuanzhao Zhang, William Gilpin
2025	J	`jnl`	Optimization hardness constrains ecological transients. PLoS Comput. Biol. William Gilpin
2025	J	`jnl`	Panda: A pretrained forecast model for universal representation of chaotic dynamics. CoRR Jeffrey Lai, Anthony Bao, William Gilpin
2025	J	`jnl`	The cell as a token: high-dimensional geometry in language models and cell embeddings. Bioinform. William Gilpin
2025	J	`jnl`	The cell as a token: high-dimensional geometry in language models and cell embeddings. CoRR William Gilpin
2025	A*	`conf`	Zero-shot forecasting of chaotic systems. ICLR Yuanzhao Zhang, William Gilpin
2024	J	`jnl`	Zero-shot forecasting of chaotic systems. CoRR Yuanzhao Zhang, William Gilpin
2023	J	`jnl`	Generative learning for nonlinear dynamics. CoRR William Gilpin
2023	J	`jnl`	Large statistical learning models effectively forecast diverse chaotic systems. CoRR William Gilpin
2023	J	`jnl`	Recurrences reveal shared causal drivers of complex time series. CoRR William Gilpin
2021	—	`conf`	Chaos as an interpretable benchmark for forecasting and data-driven modelling. NeurIPS Datasets and Benchmarks William Gilpin
2021	J	`jnl`	Chaos as an interpretable benchmark for forecasting and data-driven modelling. CoRR William Gilpin
2020	J	`jnl`	Deep learning of dynamical attractors from time series measurements. CoRR William Gilpin
2020	A*	`conf`	Deep reconstruction of strange attractors from time series. NeurIPS William Gilpin
2018	J	`jnl`	Cellular automata as convolutional neural networks. CoRR William Gilpin
2017	J	`jnl`	A phase transition induces chaos in a predator-prey ecosystem with a dynamic fitness landscape. PLoS Comput. Biol. William Gilpin, Marcus W. Feldman
2016	J	`jnl`	PyPDB: a Python API for the Protein Data Bank. Bioinform. William Gilpin