Martin J Falk

5PUBLICATIONS
15CO-AUTHORS
Semi- and unsupervised learningEarth and space science informaticsNeural networksFunctional materialsMicrofluidics and nanofluidics
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Publications (5)

|Jan 08, 2026
Trainable computation in molecular networks.

Kristina Trifonova, Martin J Falk, Mason Rouches

|Sep 18, 2025
Curiosity-driven search for novel nonequilibrium behaviors.

Martin J Falk, Finnegan D Roach, William Gilpin

|Mar 04, 2025
Temporal Contrastive Learning through implicit non-equilibrium memory.

Martin J Falk, Adam T Strupp, Benjamin Scellier

|Jun 26, 2023
Learning to learn by using nonequilibrium training protocols for adaptable materials.

Martin J Falk, Jiayi Wu, Ayanna Matthews

|Oct 26, 2022
3D-printed machines that manipulate microscopic objects using capillary forces.

Cheng Zeng, Maya Winters Faaborg, Ahmed Sherif

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