Publications by authors named "Alex Townsend"

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Engineering multispecific antibodies with complete killing selectivity through the closed-loop integration of machine learning and high-throughput experimentation.
Justin Grace, Pierre-Yves Colin, Dan Foxler, Winston Haynes, Catherine Howsham, Alex Townsend

MAbs· December 2025

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Elliptic PDE learning is provably data-efficient.
Nicolas Boullé, Diana Halikias, Alex Townsend

Proc Natl Acad Sci U S A· September 2023

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A global synchronization theorem for oscillators on a random graph.
Martin Kassabov, Steven H Strogatz, Alex Townsend

Chaos· September 2022

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Data-driven discovery of Green's functions with human-understandable deep learning.
Nicolas Boullé, Christopher J Earls, Alex Townsend

Sci Rep· March 2022

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Sufficiently dense Kuramoto networks are globally synchronizing.
Martin Kassabov, Steven H Strogatz, Alex Townsend

Chaos· July 2021

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Dense networks that do not synchronize and sparse ones that do.
Alex Townsend, Michael Stillman, Steven H Strogatz

Chaos· August 2020

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Chebyshev Approximation and the Global Geometry of Model Predictions.
Katherine N Quinn, Heather Wilber, Alex Townsend, James P Sethna

Phys Rev Lett· April 2019

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Continuous analogues of matrix factorizations.
Alex Townsend, Lloyd N Trefethen

Proc Math Phys Eng Sci· January 2015

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