This review summarizes recent aspects of (di) nitrogen fixation and (di) hydrogen
metabolism, with emphasis on cyanobacteria. These organisms possess several types of the …

Over the last five decades, solar-based hydrogen (H 2) production has been intensively
studied. Specifically, the study of biophotolysis by cyanobacteria has received great …

We propose a novel information-theoretic approach for Bayesian optimization called
Predictive Entropy Search (PES). At each iteration, PES selects the next evaluation point that …

We develop\textit {parallel predictive entropy search}(PPES), a novel algorithm for Bayesian
optimization of expensive black-box objective functions. At each iteration, PPES aims to …

Due to the side effects of greenhouse gases, interest in alternative energy sources is
growing, and research into hydrogen (Н 2) production from cyanobacteria has become a …

Bayesian optimization methods are often used to optimize unknown functions that are costly
to evaluate. Typically, these methods sequentially select inputs to be evaluated one at a time …

Advances covers biological hydrogen production authoritatively from A to Z, including
microbiology, hydrogen production processes, biohydrogen feedstocks, molecular biology of …

Cell culture media composition and culture conditions play a crucial role in product yield,
quality and cost of production. Culture media optimization is the technique of improving …

The cyanobacteria, formerly known as blue-green algae, are a diverse group of prokaryotes
capable of carrying out oxygenic photosynthesis. They are a monophyletic group of Gram …

The dark fermentation process promises a sustainable route for biohydrogen production. But
the low substrate conversion efficiency hinders its commercial feasibility. The present study …