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Advancing optoelectronic reservoir computing: Enhancing performance through ult...

Dias, L. M. S.; Bastos, A. R.; Alves, T.; Towe, E.; Ferreira, R. A. S.; André, P. S. B.

Reservoir computing is a neuromorphic architecture based on artificial neural networks. It has gathered significant attention due to its simplicity and efficiency in processing complex sequential data for real-world tasks. We propose an advanced optoelectronic reservoir computing system that uses a single nonlinear node comprised of a Mach-Zehnder interferometer, an optical delay line, and several high-bandwidt...

Date: 2025   |   Origin: Repositório ISCTE

A perspective on sustainable luminescent solar concentrators

Hernández-Rodríguez, M. A.; Correia, S. F. H.; Ferreira, R. A. S.; Carlos, L. D.

The luminescent solar concentrator (LSC) concept appeared almost forty years ago, as a solution to overcome the limitations related to photovoltaic cell efficiency. Nowadays, they are seen as a promising approach to integrate photovoltaic elements into the built environment, in an invisible way and without detrimental effects to the aesthetics of the building or the quality of life of the inhabitants. LSCs are ...


Extraction and purification of phycobiliproteins from algae and their applications

Kovaleski, Gabriela; Kholany, Mariam; Dias, Lília M. S.; Correia, Sandra F. H.; Ferreira, R. A. S.; Coutinho, J. A. P.; Ventura, S. P. M.

Microalgae, macroalgae and cyanobacteria are photosynthetic microorganisms, prokaryotic or eukaryotic, living in saline or freshwater environments. These have been recognized as valuable carbon sources, able to be used for food, feed, chemicals, and biopharmaceuticals. From the range of valuable compounds produced by these cells, some of the most interesting are the pigments, including chlorophylls, carotenoids...


Solar spectral conversion based on plastic films of lanthanide-doped ionosilica...

Cardoso, M. A.; Correia, S. F. H.; Frias, A. R.; Gonçalves, H. M. R.; Pereira, R. F. P.; Nunes, S. C.; Armand, M.; André, P. S.; de Zea Bermudez, V.

The mismatch between the photovoltaic (PV) cells absorption and the solar irradiance on earth is one of the major limitations towards more efficient PV energy conversion. This aspect was addressed by down-shifting the solar irradiance on Earth through luminescent down-shifting layers based on lanthanide-doped surface-functionalized ionosilicas (ISs) embedded in poly(methyl methacrylate) (PMMA) coated on the sur...


Luminescent κ-Carrageenan-Based Electrolytes Containing Neodymium Triflate

Nunes, S. C.; Saraiva, S. M.; Pereira, Rui Francisco Gonçalves Pinto Fernandes; Silva, Maria Manuela; Carlos, L. D.; Almeida, P.; Gonçalves, M. C.

In recent years, the synthesis of polymer electrolyte systems derived from biopolymers for the development of sustainable green electrochemical devices has attracted great attention. Here electrolytes based on the red seaweeds-derived polysaccharide κ-carrageenan (κ-Cg) doped with neodymium triflate (NdTrif<sub>3</sub>) and glycerol (Gly) were obtained by means of a simple, clean, fast, and low-cost procedure. ...


d-Poly(e-caprolactone) (530)/siloxane biohybrid films doped with protic ionic l...

Fernandes, M.; Cardoso, M. A.; Rodrigues, L. C.; Silva, Maria Manuela; Ferreira, R. A. S.; Carlos, L. D.; Nunes, S. C.; de Zea Bermudez, V.

Organic/inorganic biohybrids composed of poly(ε-caprolactone) (PCL(530)) (where 530 represents the average molecular weight of the chains in gmol−1 ) chains covalently bonded to a siloxane network via urethane linkages and incorporating protic ionic liquids (PILs) were investigated. The materials (H-PILX, where H represents the host hybrid matrix and X is the ratio, in %, of the mass of PIL per mass of organic ...


Effect of the anodic titania layer thickness on electrodeposition of zinc on Ti...

Starykevich, M.; Salak, A. N.; Ivanou, D. K.; Yasakau, K. A.; André, P. S.; Ferreira, R. A. S.; Zheludkevich, M. L.; Ferreira, M. G. S.


Long range energy transfer in graphene hybrid structures

Gonçalves, Hugo; Bernardo, César; Moura, C.; Ferreira, R. A. S.; André, P. S.; Stauber, Tobias Pascal; Belsley, M.; Schellenberg, Peter Michael

In this work we quantify the distance dependence for the extraction of energy from excited chromophores by a single layer graphene flake over a large separation range. To this end hybrid structures were prepared, consisting of a thin (2 nm) layer of a polymer matrix doped with a well chosen strongly fluorescent organic molecule, followed by an un-doped spacer layer of well-defined thicknesses made of the same p...


Fabrication and optical properties of thin films with sol-gel derived di-ureasi...

Vicente, C. M. S.; Fu, L.; Andre, P. S.; de Zea Bermudez, V.; Ferreira, R. A. S.

We report the fabrication and the structural and optical characterization of transparent spin coated films (average thickness values of 4.9 +/- 0.1 mu m) of organic-inorganic hybrids (di-ureasils) doped with the Disperse Red 1 (DR1) chromophore. The refractive index was measured by prism coupling and spectroscopic ellipsometry revealing that the inclusion of DR1 induces a refractive index increase of similar to...


Relative humidity sensing using micro-cavities produced by the catastrophic fus...

Alberto, N.; Tavares, C.; Domingues, M. F.; Correia, S. F. H.; Marques, C.; Antunes, P.; Pinto, J. L.; Ferreira, R. A. S.; Andre, P. S.

Air humidity is a parameter with relevant interest to a wide variety of areas, both in industry or in domestic processes. Due to the growing demand on air humidity monitors, especially relative humidity, the development of sensors to assess this parameter has been increasing. Moreover, in the last years, the optical fibre based technology has been overcoming some disadvantages and limitations presented by the s...


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