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Multi variable-layer neural networks for decoding linear codes
, Article 2020 Iran Workshop on Communication and Information Theory, IWCIT 2020, 26 May 2020 through 28 May 2020 ; August , 2020 ; Salehkaleybar, S ; Amini, A ; Sharif University of Technology
Institute of Electrical and Electronics Engineers Inc
2020
Abstract
The belief propagation algorithm is a state of the art decoding technique for a variety of linear codes such as LDPC codes. The iterative structure of this algorithm is reminiscent of a neural network with multiple layers. Indeed, this similarity has been recently exploited to improve the decoding performance by tuning the weights of the equivalent neural network. In this paper, we introduce a new network architecture by increasing the number of variable-node layers, while keeping the check-node layers unchanged. The changes are applied in a manner that the decoding performance of the network becomes independent of the transmitted codeword; hence, a training stage with only the all-zero...
Adaptive fuzzy decentralized control for a class of MIMO large-scale nonlinear state delay systems with unmodeled dynamics subject to unknown input saturation and infinite number of actuator failures
, Article Information Sciences ; Volume 475 , 2019 , Pages 121-141 ; 00200255 (ISSN) ; Shahrokhi, M ; Malek, S. A ; Sharif University of Technology
Elsevier Inc
2019
Abstract
This paper addresses design of an adaptive fuzzy decentralized fault-tolerant controller for a class of uncertain multi-input multi-output (MIMO) large-scale nonlinear systems with unmodeled dynamics subject to unknown state time-varying delay, external disturbances, unknown input saturation and actuator faults. It is shown that the proposed fault-tolerant control (FTC) scheme can handle infinite number of actuator failures including partial and total loss of effectiveness. System uncertainties have been approximated by the fuzzy logic systems (FLSs). To cope with the unknown state time-varying delay, the Razumikhin lemma has been utilized and unmodeled dynamics has been tackled by...
Large scale synthesis of mesoporous and nonporous silica submicron particles via polymer-derived ceramic method
, Article International Journal of Applied Ceramic Technology ; Volume 21, Issue 3 , 2024 , Pages 1366-1371 ; 1546542X (ISSN) ; Saghatchi, M ; Behsam, S ; Abdollahi, S ; Malek Khachatourian, A ; Sharif University of Technology
2024
Abstract
Mesoporous silica particles (MSPs) are highly important in applications like H2 storage, catalysis/biocatalysis, adsorption, separation, and particularly in biomedical applications. The typical methods for producing MSPs are fast self-assembly, soft and hard templating, and the modified Stöber method. These approaches have drawbacks like high cost, being time-consuming, and low scale. Herein, as a novel strategy, a polymer-derived ceramic method for large-scale production of mesoporous and dense silica submicron particles with high yield and low cost is presented. This method requires commercial silicone resin, polydimethylsiloxane, as the main precursor of silica. However, this technique...
Adaptive prescribed performance control of switched MIMO uncertain nonlinear systems subject to unmodeled dynamics and input nonlinearities
, Article International Journal of Robust and Nonlinear Control ; Volume 28, Issue 18 , 2018 , Pages 5981-5996 ; 10498923 (ISSN) ; Shahrokhi, M ; Vafa, E ; Moradvandi, A ; Sharif University of Technology
2018
Abstract
In this paper, the design of an adaptive tracking control for a class of switched uncertain multiple-input–multiple-output nonlinear systems in the strict-feedback form with unmodeled dynamics in the presence of three types of input nonlinearity under arbitrary switching has been addressed. By means of an intelligent approximator like a fuzzy logic system or a neural network, the unknown dynamics are estimated. The unmodeled dynamics have been tackled with a dynamic signal. A universal framework for describing different types of input nonlinearity including saturation, backlash, and dead zone has been utilized. By applying the backstepping approach and the common Lyapunov function method,...
Gel combustion synthesis of fluorine-doped tin oxide and its characteristics: applying D-optimal factorial design of experiment
, Article Bulletin of Materials Science ; Volume 42, Issue 3 , 2019 ; 02504707 (ISSN) ; Baghshahi, S ; Sarraf Mamoory, R ; Nemati, A ; Sharif University of Technology
Indian Academy of Sciences
2019
Abstract
Fluorine-doped tin oxide (FTO) nano-powders were synthesized by a gel combustion method. To analyse the effect of processing factors and their interactions and to achieve an equation for nano-powder particle size in terms of code factors, D-optimal factorial design was used. Stannous chloride penta-hydride, ammonium fluoride and citric acid were used to synthesize the FTO nano-powders. The structure, morphology and composition of the synthesized powders were characterized by X-ray diffraction, field emission scanning electron microscopy and X-ray photoelectron spectroscopy, respectively. The results revealed the formation of homogenous FTO nano-powders with an average particle size of 20 nm...
Polymer-derived boron doped akermanite-octacalcium phosphate glass-ceramic scaffolds stimulate angiogenesis
, Article Materials Chemistry and Physics ; Volume 313 , 2024 ; 02540584 (ISSN) ; Rezaei, M ; Behsam, S ; Aharipour, N ; Amukarimi, S ; Abdollahi, S ; Malek Khachatourian, A ; Sharif University of Technology
Elsevier
2024
Abstract
Angiogenesis is crucial in bone tissue engineering due to expediting the healing rate and remarkably enhancing the regeneration process. Further, vascular sprouting progression is controlled by cellular autocrine and paracrine secretion of growth factors. Boron ions significantly stimulate cells in terms of excessive angiogenic growth factors secretion, therefore, could lead to excessive angiogenesis, contingent upon receiving an appropriate dose of the ion. In the current work, akermanite-octacalcium phosphate glass-ceramics were elicited from polymeric precursors, the method of synthesis that is so-called polymer-derived ceramics (PDC), and boron-containing moieties were employed to dope...
Adaptive observer-based control of arbitrarily switched fractional-order uncertain nonlinear system subject to input nonlinearities and asymmetric output constraints
, Article Nonlinear Analysis: Hybrid Systems ; Volume 50 , 2023 ; 1751570X (ISSN) ; Shahrokhi, M ; Sharif University of Technology
Elsevier Ltd
2023
Abstract
This paper addresses an adaptive observer-based control for a switched fractional-order uncertain nonlinear system subject to input nonlinearities and asymmetric output constraints. The switching signal is arbitrary, and the designed controller needs no information regarding this signal. By employing a universal framework, the designed controller can cope with different input nonlinearities in different modes without having any information about their characteristics. It is assumed that only system output is measured, and a designed observer estimates the system states for control implementation. The uncertainties are approximated by intelligent approximators like fuzzy logic systems (FLS)...
Quantized output-feedback event-triggered distributed control of switched fractional multi-agent systems subject to input nonlinearities and consensus error constraints
, Article International Journal of Robust and Nonlinear Control ; Volume 34, Issue 17 , 2024 , Pages 11529-11556 ; 10498923 (ISSN) ; Shahrokhi, M ; Pishro, A ; Sharif University of Technology
2024
Abstract
In this paper, an adaptive quantized output feedback event-triggered (ET) distributed consensus control approach for an uncertain nonstrict nonlinear switched fractional-order (FO) multi-agent system (SFOMAS) subject to communication limitation is proposed. By relying on the common Lyapunov function method, the switch signals are arbitrarily, and no information regarding the switching instants is required. The consensus error of each agent has its own asymmetric time-varying constraints (ATCs). By adopting the common barrier Lyapunov function (BLF), violation of these constraints is prevented. For each agent, different input nonlinearities can be considered in different modes, and the...
Recent advances in the modification of carbon-based quantum dots for biomedical applications
, Article Materials Science and Engineering C ; Volume 120 , 2021 ; 09284931 (ISSN) ; Sedighi, O ; Tabatabaei Rezaei, N ; Abedini, A. A ; Malek Khachatourian, A ; Toprak, M. S ; Seifalian, A ; Sharif University of Technology
Elsevier Ltd
2021
Abstract
Carbon-based quantum dots (CDs) are mainly divided into two sub-groups; carbon quantum dots (CQDs) and graphene quantum dots (GQDs), which exhibit outstanding photoluminescence (PL) properties, low toxicity, superior biocompatibility and facile functionalization. Regarding these features, they have been promising candidates for biomedical science and engineering applications. In this work, we reviewed the efforts made to modify these zero-dimensional nano-materials to obtain the best properties for bio-imaging, drug and gene delivery, cancer therapy, and bio-sensor applications. Five main surface modification techniques with outstanding results are investigated, including doping, surface...
Recent advances in the modification of carbon-based quantum dots for biomedical applications
, Article Materials Science and Engineering C ; Volume 120 , 2021 ; 09284931 (ISSN) ; Sedighi, O ; Tabatabaei Rezaei, N ; Abedini, A. A ; Malek Khachatourian, A ; Toprak, M. S ; Seifalian, A ; Sharif University of Technology
Elsevier Ltd
2021
Abstract
Carbon-based quantum dots (CDs) are mainly divided into two sub-groups; carbon quantum dots (CQDs) and graphene quantum dots (GQDs), which exhibit outstanding photoluminescence (PL) properties, low toxicity, superior biocompatibility and facile functionalization. Regarding these features, they have been promising candidates for biomedical science and engineering applications. In this work, we reviewed the efforts made to modify these zero-dimensional nano-materials to obtain the best properties for bio-imaging, drug and gene delivery, cancer therapy, and bio-sensor applications. Five main surface modification techniques with outstanding results are investigated, including doping, surface...
Copper oxide/graphene-based composites: synthesis methods, appliances and recent advancements
, Article FlatChem ; Volume 47 , 2024 ; 24522627 (ISSN) ; Soroush, E ; Mohammadnejad, S ; Helli, M ; Malek Khachatourian, A ; Toprak, M. S ; Varma, R. S ; Sharif University of Technology
2024
Abstract
Nanomaterials adorned on graphene comprise an essential component of a wide range of devices wherein graphene-based copper oxide nanocomposites have garnered significant attention in recent years. Copper oxides (CuO and Cu2O) are semiconductors with distinctive optical, electrical, and magnetic properties. Their earth abundance, low cost, narrow bandgap, high absorption coefficient, and low toxicity of copper oxides are just a few key advantages. CuO is superior to Cu2O in optical switching applications because of its narrower bandgap. Therefore, integrating graphene with copper oxides renders the ensuing nanocomposites much more valuable for various applications. Not surprisingly, a wide...
The effect of Ag incorporation on the characteristics of the polymer derived bioactive silicate phosphate glass-ceramic scaffolds
, Article Boletin de la Sociedad Espanola de Ceramica y Vidrio ; 2021 ; 03663175 (ISSN) ; Godary, T ; Khalilifard, R ; Malek Khachatourian, A ; Abdollahi, F ; Abdollahi, S ; Sharif University of Technology
Sociedad Espanola de Ceramica y Vidrio
2021
Abstract
In the bone tissue engineering field (BTE), it is of significant importance to develop bioactive multifunctional scaffolds with enhanced osteoconductivity, osteoinductivity, and antibacterial properties required for lost bone tissue regeneration. In this work, a bioactive glass-ceramic scaffold was manufactured via a novel polymer-derived ceramics (PDC) manufacturing method. To gain antibacterial properties, the silver ions were incorporated in controlled amount along with other precursors in the PDC processing stage. Microstructural and structural properties of the fabricated silicate-phosphate glass-ceramic scaffold were evaluated by scanning electron microscopy (SEM) equipped with energy...
The effect of Ag incorporation on the characteristics of the polymer derived bioactive silicate phosphate glass-ceramic scaffolds
, Article Boletin de la Sociedad Espanola de Ceramica y Vidrio ; Volume 61, Issue 6 , 2022 , Pages 653-663 ; 03663175 (ISSN) ; Godary, T ; Khalilifard, R ; Malek Khachatourian, A ; Abdollahi, F ; Abdollahi, S ; Sharif University of Technology
Sociedad Espanola de Ceramica y Vidrio
2022
Abstract
In the bone tissue engineering field (BTE), it is of significant importance to develop bioactive multifunctional scaffolds with enhanced osteoconductivity, osteoinductivity, and antibacterial properties required for lost bone tissue regeneration. In this work, a bioactive glass-ceramic scaffold was manufactured via a novel polymer-derived ceramics (PDC) manufacturing method. To gain antibacterial properties, the silver ions were incorporated in controlled amount along with other precursors in the PDC processing stage. Microstructural and structural properties of the fabricated silicate-phosphate glass-ceramic scaffold were evaluated by scanning electron microscopy (SEM) equipped with energy...
Synthesis of novel 2D/2D Ti3C2Tx MXene / 1T-MoS2 heterostructure enhanced with carbon nanotubes as a highly-efficient electrode for hybrid capacitive deionization
, Article Journal of Alloys and Compounds ; Volume 981 , 2024 ; 09258388 (ISSN) ; Dehghani mohammad abadi, M ; Soroush, E ; Malek Khachatourian, A ; Golmohammad, M ; Nemati, A ; Sharif University of Technology
2024
Abstract
MXenes are a prominent group within 2D materials with extensive utilization in various electrochemical applications due to their notable specific capacitance, swift ion intercalation kinetics, and favorable hydrophilicity. Despite this, they suffer from low oxidation resistance and ease of layer restacking. Herein, an effective approach to overcome this inherent weakness of MXenes was employed by embedding MoS2 nanopetals as pillars into the backbone of Ti3C2Tx MXene by a one-step hydrothermal technique. It not only alleviates the restacking problem of Ti3C2Tx but also shorten the diffusion path of sodium ions. Meanwhile, ammonium bicarbonate as a guest ion agent was utilized to achieve the...
Magnetically-assisted viral transduction (magnetofection) medical applications: an update
, Article Biomaterials Advances ; Volume 154 , 2023 ; 27729508 (ISSN) ; Aharipour, N ; Paryab, A ; Omid, H ; Abdollahi, S ; Madaah Hosseini, H ; Malek Khachatourian, A ; Toprak, M. S ; Seifalian, A. M ; Sharif University of Technology
Elsevier Ltd
2023
Abstract
Gene therapy involves replacing a faulty gene or adding a new gene inside the body's cells to cure disease or improve the body's ability to fight disease. Its popularity is evident from emerging concepts such as CRISPR-based genome editing and epigenetic studies and has been moved to a clinical setting. The strategy for therapeutic gene design includes; suppressing the expression of pathogenic genes, enhancing necessary protein production, and stimulating the immune system, which can be incorporated into both viral and non-viral gene vectors. Although non-viral gene delivery provides a safer platform, it suffers from an inefficient rate of gene transfection, which means a few genes could be...
Insights into the efficient roles of solid electrolyte interphase derived from vinylene carbonate additive in rechargeable batteries
, Article Journal of Electroanalytical Chemistry ; Volume 909 , 2022 ; 15726657 (ISSN) ; Sadeghi Malek, S ; Ershadi, M ; Sharifi, H ; Ahmadi Daryakenari, A ; Boorboor Ajdari, F ; Ramakrishna, S ; Sharif University of Technology
Elsevier B.V
2022
Abstract
Formation of unstable solid electrolyte interphase (SEI) layers lacking of thermal stability in non-aqueous electrolytes of rechargeable batteries is the main bottleneck for their long-life cycling, especially at elevated temperatures. Inclusion of a small dose of functional electrolyte additives into the batteries' electrolyte can be highly beneficial to surmount this issue. Of these additives, vinylene carbonate (VC) has drawn particular attention thanks to its high ability to build protective layers at anodes showing good integrity and outstanding thermal stability. In addition to its primary roles in present-day lithium-ion batteries (LIBs), VC additive has also been examined in other...
Enhanced mechanical properties and biocompatibility of hydroxyapatite scaffolds by magnesium and titanium oxides for bone tissue applications
, Article Heliyon ; Volume 10, Issue 13 , 2024 ; 24058440 (ISSN) ; Behboodi, P ; Malek Khachatourian, A ; Nemati, A ; Sharif University of Technology
2024
Abstract
Significant attention has been devoted to bioactive implants for bone tissue applications, particularly composite scaffolds based on hydroxyapatite (HaP). This study explores the effects of Magnesium and Titanium oxides on the characteristics of HaP-based composite (HMT) scaffolds. The ceramic nanopowders were synthesized using in situ sol-gel, and then the scaffolds were fabricated by gel-casting technique, followed by heat treatment at 1200 °C. The thermal, microstructural, and structural properties of the samples were investigated by different characterization techniques. It was observed that the formation of the MgTiO3 phase in the composite scaffold was likely the key factor...
Angiogenesis in bone tissue engineering via ceramic scaffolds: A review of concepts and recent advancements
, Article Biomaterials Advances ; Volume 159 , 2024 ; 27729508 (ISSN) ; Saghatchi, M ; Paryab, A ; Malek Khachatourian, A ; Stephens, E. D ; Toprak, M. S ; Badv, M ; Sharif University of Technology
2024
Abstract
Due to organ donor shortages, long transplant waitlists, and the complications/limitations associated with auto and allotransplantation, biomaterials and tissue-engineered models are gaining attention as feasible alternatives for replacing and reconstructing damaged organs and tissues. Among various tissue engineering applications, bone tissue engineering has become a promising strategy to replace or repair damaged bone. We aimed to provide an overview of bioactive ceramic scaffolds in bone tissue engineering, focusing on angiogenesis and the effect of different biofunctionalization strategies. Different routes to angiogenesis, including chemical induction through signaling molecules...
Surveillance radar target detection with the fourier-hough transform
, Article 2008 International Radar Symposium, IRS, Wroclaw, 21 May 2008 through 23 May 2008 ; 2008 ; 9788372076212 (ISBN) ; Moqiseh, A ; Nayebi, M. M ; Sharif University of Technology
2008
Abstract
In a typical surveillance radar, decision about the existence of a target in certain range-azimuth-elevation cell is made from the echo received in current scan, while still there is useful information in history of that range cell that is not considered in decision making. Based on the potential of the Hough Transform to use history of both range and Doppler information, a new method to increase the probability of detection in surveillance radars is proposed. The new method uses a 3D data space and a special projection to detect targets and extract range, speed, and acceleration of maneuvering targets simultaneously
Fabrication of NiFe2O4@PEI and NiFe2O4@PPy nanospheres for adsorptive and photocatalytic removal of organic dyes
, Article Inorganic Chemistry Communications ; Volume 153 , 2023 ; 13877003 (ISSN) ; Azaripour Masouleh, P ; Malek Khachatourian, A ; Sharif University of Technology
Elsevier B.V
2023
Abstract
Spinel ferrites (MFe2O4) and their binary composites with polymers are frequently used to remove and degrade organic dyes due to their magnetic, optical, and biocompatible features. In this study, NiFe2O4, as a superparamagnetic core, was coated using the deposition of polyethylenimine (PEI) and in-situ oxidative polymerization of pyrrole (py). Fourier-transform infrared spectra (FTIR), X-ray photoelectron spectroscopy (XPS), and X-ray diffraction (XRD) were employed to analyze NiFe2O4, NiFe2O4@PEI, and NiFe2O4@PPy nanospheres. The morphology and chemical composition of nanoparticles were investigated using field emission scanning electron microscopy (FESEM). The formation of core–shell...