Zobrazeno 1 - 10
of 4 535
pro vyhledávání: '"Behrang, A."'
Autor:
Jailani, Javith Mohammed, Luu, Amanda, Salvosa, Elizabeth, Clegg, Charlotte, Kamalon, Vishnupriya P., Nasrollahi, Bahareh, Valitova, Irina, Meier, Sebastian B., Shore, Andrew M., Hamadani, Behrang H., Pecunia, Vincenzo
Indoor photovoltaics (IPVs) provide an increasingly promising solution for powering Internet-of-Things smart devices, which has led to a surge in IPV research and the development of new IPV technologies. However, the diverse lighting scenarios adopte
Externí odkaz:
http://arxiv.org/abs/2408.13485
Autor:
Dürholt, Johannes P., Asche, Thomas S., Kleinekorte, Johanna, Mancino-Ball, Gabriel, Schiller, Benjamin, Sung, Simon, Keupp, Julian, Osburg, Aaron, Boyne, Toby, Misener, Ruth, Eldred, Rosona, Costa, Wagner Steuer, Kappatou, Chrysoula, Lee, Robert M., Linzner, Dominik, Walz, David, Wulkow, Niklas, Shafei, Behrang
Our open-source Python package BoFire combines Bayesian Optimization (BO) with other design of experiments (DoE) strategies focusing on developing and optimizing new chemistry. Previous BO implementations, for example as they exist in the literature
Externí odkaz:
http://arxiv.org/abs/2408.05040
Autor:
Tomašić, Ivan, Noohi, Behrang
Since 1883, Picard-Vessiot theory had been developed as the Galois theory of differential field extensions associated to linear differential equations. Inspired by categorical Galois theory of Janelidze, and by using novel methods of precategorical d
Externí odkaz:
http://arxiv.org/abs/2407.21147
Autor:
Qing, Jixiang, Langdon, Becky D, Lee, Robert M, Shafei, Behrang, van der Wilk, Mark, Tsay, Calvin, Misener, Ruth
We consider the problem of optimizing initial conditions and termination time in dynamical systems governed by unknown ordinary differential equations (ODEs), where evaluating different initial conditions is costly and the state's value can not be me
Externí odkaz:
http://arxiv.org/abs/2406.02352
Robust optimisation is a well-established framework for optimising functions in the presence of uncertainty. The inherent goal of this problem is to identify a collection of inputs whose outputs are both desirable for the decision maker, whilst also
Externí odkaz:
http://arxiv.org/abs/2405.10221
The goal of multi-objective optimisation is to identify the Pareto front surface which is the set obtained by connecting the best trade-off points. Typically this surface is computed by evaluating the objectives at different points and then interpola
Externí odkaz:
http://arxiv.org/abs/2405.01404
Autor:
Folch, Jose Pablo, Tsay, Calvin, Lee, Robert M, Shafei, Behrang, Ormaniec, Weronika, Krause, Andreas, van der Wilk, Mark, Misener, Ruth, Mutný, Mojmír
Bayesian optimization is a methodology to optimize black-box functions. Traditionally, it focuses on the setting where you can arbitrarily query the search space. However, many real-life problems do not offer this flexibility; in particular, the sear
Externí odkaz:
http://arxiv.org/abs/2402.08406
Autor:
Folch, Jose Pablo, Odgers, James, Zhang, Shiqiang, Lee, Robert M, Shafei, Behrang, Walz, David, Tsay, Calvin, van der Wilk, Mark, Misener, Ruth
Publikováno v:
NeurIPS 2023 Workshop on Adaptive Experimental Design and Active Learning in the Real World
There has been a surge in interest in data-driven experimental design with applications to chemical engineering and drug manufacturing. Bayesian optimization (BO) has proven to be adaptable to such cases, since we can model the reactions of interest
Externí odkaz:
http://arxiv.org/abs/2312.00622
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-22 (2024)
Abstract The hydration behavior of amino acids, essential for biological macromolecules, is influenced by ammonium biomaterials. The protic ionic liquids (PILs) are gaining attention in the food and pharmaceutical industries due to their nontoxicity
Externí odkaz:
https://doaj.org/article/aa35d2607af04d5c8f73ef3ad457510d
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-16 (2024)
Abstract Considerable efforts have been devoted in recent years to enhancing the efficacy medicinal substance, leading to the discovery of innovative drug formulations and delivery techniques. The successful design of these processes necessitates a p
Externí odkaz:
https://doaj.org/article/32995f1e2e7b462e93ae1ba6f61b162b