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2002.11952
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Autonomous robotic nanofabrication with reinforcement learning
Science Advances (Sci Adv), 2020
27 February 2020
Philipp Leinen
Malte Esders
Kristof T. Schütt
C. Wagner
K. Müller
F. Tautz
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Papers citing
"Autonomous robotic nanofabrication with reinforcement learning"
5 / 5 papers shown
Generative Image Restoration and Super-Resolution using Physics-Informed Synthetic Data for Scanning Tunneling Microscopy
Nikola L. Kolev
Tommaso Rodani
Neil J. Curson
Taylor J. Z. Stock
Alberto Cazzaniga
MedIm
130
0
0
29 Oct 2025
Integration of Scanning Probe Microscope with High-Performance Computing: fixed-policy and reward-driven workflows implementation
Yu Liu
Utkarsh Pratiush
Jason Bemis
R. Proksch
Reece Emery
...
Yu-Chen Liu
Jan-Chi Yang
Stanislav Udovenko
Susan E. Trolier-McKinstry
Sergei V. Kalinin
166
8
0
20 May 2024
SchNetPack 2.0: A neural network toolbox for atomistic machine learning
Kristof T. Schütt
Stefaan S. P. Hessmann
Niklas W. A. Gebauer
Jonas Lederer
M. Gastegger
307
92
0
11 Dec 2022
Designing Composites with Target Effective Young's Modulus using Reinforcement Learning
Aldair E. Gongora
Siddharth Mysore
Beichen Li
Wan Shou
Wojciech Matusik
E. Morgan
Keith A. Brown
Emily Whiting
AI4CE
194
11
0
07 Oct 2021
BIGDML: Towards Exact Machine Learning Force Fields for Materials
Nature Communications (Nat Commun), 2021
H. E. Sauceda
Luis E Gálvez-González
Stefan Chmiela
L. O. Paz-Borbón
K. Müller
A. Tkatchenko
AI4CE
178
63
0
08 Jun 2021
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