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AntBO: Towards Real-World Automated Antibody Design with Combinatorial Bayesian Optimisation
29 January 2022
M. A. Khan
Alexander I. Cowen-Rivers
Antoine Grosnit
Derrick-Goh-Xin Deik
Philippe A. Robert
Victor Greiff
Eva Smorodina
Puneet Rawat
Kamil Dreczkowski
Rahmad Akbar
Rasul Tutunov
Dany Bou-Ammar
Jun Wang
Amos Storkey
Haitham Bou-Ammar
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Papers citing
"AntBO: Towards Real-World Automated Antibody Design with Combinatorial Bayesian Optimisation"
6 / 6 papers shown
Title
Active learning for affinity prediction of antibodies
Alexandra Gessner
Sebastian W. Ober
Owen Vickery
Dino Oglic
Talip Uçar
AI4CE
26
4
0
11 Jun 2024
Protein Sequence Design with Batch Bayesian Optimisation
Chuanjiao Zong
18
0
0
18 Mar 2023
Conditional Antibody Design as 3D Equivariant Graph Translation
Xiangzhe Kong
Wenbing Huang
Yang Liu
DiffM
32
85
0
12 Aug 2022
Sample-Efficient Optimisation with Probabilistic Transformer Surrogates
A. Maraval
Matthieu Zimmer
Antoine Grosnit
Rasul Tutunov
Jun Wang
H. Ammar
30
2
0
27 May 2022
Accelerating Bayesian Optimization for Biological Sequence Design with Denoising Autoencoders
Samuel Stanton
Wesley J. Maddox
Nate Gruver
Phillip M. Maffettone
E. Delaney
Peyton Greenside
A. Wilson
BDL
38
89
0
23 Mar 2022
Simulation Intelligence: Towards a New Generation of Scientific Methods
Alexander Lavin
D. Krakauer
Hector Zenil
Justin Emile Gottschlich
Tim Mattson
...
A. Hanuka
Manuela Veloso
Samuel A. Assefa
Stephan Zheng
Avi Pfeffer
40
105
0
06 Dec 2021
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