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2025

MACS: Multi-Agent Reinforcement Learning for Optimization of Crystal Structures

: Preprint

MACS: Multi-Agent Reinforcement Learning for Optimization of Crystal Structures.

Zamaraeva, E., Collins, C. M., Darling, G. R., Dyer, M. S., Peng, B., Savani, R., . . . Rosseinsky, M. J. (2025). MACS: Multi-Agent Reinforcement Learning for Optimization of Crystal Structures.. CoRR, abs/2506.04195.

: Journal article

2024

Metabolic modelling as a powerful tool to identify critical components of Pneumocystis growth medium

Nev, O. A., Zamaraeva, E., De Oliveira, R., Ryzhkov, I., Duvenage, L., Abou-Jaoude, W., . . . Brown, A. J. P. (2024). Metabolic modelling as a powerful tool to identify critical components of Pneumocystis growth medium. PLOS COMPUTATIONAL BIOLOGY, 20(10). doi:10.1371/journal.pcbi.1012545

DOI: 10.1371/journal.pcbi.1012545
: Journal article

2023

Reinforcement Learning in Crystal Structure Prediction

Zamaraeva, E., Collins, C. M., Antypov, D., Gusev, V. V., Savani, R., Dyer, M. S., . . . Spirakis, P. G. (2023). Reinforcement Learning in Crystal Structure Prediction. Digital Discovery. doi:10.1039/d3dd00063j

DOI: 10.1039/d3dd00063j
: Journal article

METABOLIC MODELLING AS A POWERFUL TOOL TO IDENTIFY CRITICAL COMPONENTS OF PNEUMOCYSTIS GROWTH MEDIUM

DOI: 10.1101/2023.06.07.544035
: Preprint

Reinforcement Learning in Crystal Structure Prediction

DOI: 10.26434/chemrxiv-2023-4fn8j
: Preprint

2022

On Boolean threshold functions with minimum specification number

Lozin, V., Zamaraev, V., Zamaraeva, E., & Zolotykh, N. Y. (2022). On Boolean threshold functions with minimum specification number. INFORMATION AND COMPUTATION, 289. doi:10.1016/j.ic.2022.104926

DOI: 10.1016/j.ic.2022.104926
: Journal article

A characterization of 2-threshold functions via pairs of prime segments

Zamaraeva, E., & Zunic, J. (2022). A characterization of 2-threshold functions via pairs of prime segments. THEORETICAL COMPUTER SCIENCE, 919, 1-17. doi:10.1016/j.tcs.2022.03.025

DOI: 10.1016/j.tcs.2022.03.025
: Journal article

2021

Asymptotics of the number of 2-threshold functions

Zamaraeva, E., & Zunic, J. (2021). Asymptotics of the number of 2-threshold functions. INFORMATION AND COMPUTATION, 281. doi:10.1016/j.ic.2021.104742

DOI: 10.1016/j.ic.2021.104742
: Journal article

Asymptotics of the number of 2-threshold functions

DOI: 10.48550/arxiv.2007.03984
: Preprint

2020

A characterization of 2-threshold functions via pairs of prime segments

DOI: 10.48550/arxiv.2007.03986
: Preprint

2018

Linear read-once and related Boolean functions

Lozin, V., Razgon, I., Zamaraev, V., Zamaraeva, E., & Zolotykh, N. (2018). Linear read-once and related Boolean functions. DISCRETE APPLIED MATHEMATICS, 250, 16-27. doi:10.1016/j.dam.2018.05.001

DOI: 10.1016/j.dam.2018.05.001
: Journal article

Linear read-once and related Boolean functions

DOI: 10.48550/arxiv.1805.10159
: Preprint

Linear read-once and related Boolean functions.

Lozin, V. V., Razgon, I., Zamaraev, V., Zamaraeva, E., & Zolotykh, N. Y. (2018). Linear read-once and related Boolean functions.. Discret. Appl. Math., 250, 16-27.

: Journal article

2017

Specifying a positive threshold function via extremal points

Lozin, V., Razgon, I., Zamaraev, V., Zamaraeva, E., & Zolotykh, N. Y. (2017). Specifying a positive threshold function via extremal points. Retrieved from http://arxiv.org/abs/1706.01747v1

: Journal article

Specifying a positive threshold function via extremal points

DOI: 10.48550/arxiv.1706.01747
: Preprint

On teaching sets for 2-threshold functions of two variables

Zamaraeva, E. M. (2017). On teaching sets for 2-threshold functions of two variables. Journal of Applied and Industrial Mathematics, 11(1), 130-144. doi:10.1134/s199047891701015x

DOI: 10.1134/s199047891701015x
: Journal article

Specifying a positive threshold function via extremal points.

Lozin, V. V., Razgon, I., Zamaraev, V., Zamaraeva, E., & Zolotykh, N. Y. (2017). Specifying a positive threshold function via extremal points.. In S. Hanneke, & L. Reyzin (Eds.), ALT Vol. 76 (pp. 208-222). PMLR. Retrieved from http://proceedings.mlr.press/v76/

: Conference Paper

2016

On teaching sets of k-threshold functions

Zamaraeva, E. (2016). On teaching sets of k-threshold functions. INFORMATION AND COMPUTATION, 251, 301-313. doi:10.1016/j.ic.2016.10.001

DOI: 10.1016/j.ic.2016.10.001
: Journal article

Dr Elena Zamaraeva