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Environment signal dependent biocontainment systems for engineered organisms:Leveraging triggered responses and combinatorial systems
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作者 Shreya Varma Khushi Ash Gulati +2 位作者 Janani Sriramakrishnan Riyaa Kedar Ganla Ritu Raval 《Synthetic and Systems Biotechnology》 2025年第2期356-364,共9页
As synthetic biology advances,the necessity for robust biocontainment strategies for genetically engineered organisms(GEOs)grows increasingly critical to mitigate biosafety risks related to their potential environment... As synthetic biology advances,the necessity for robust biocontainment strategies for genetically engineered organisms(GEOs)grows increasingly critical to mitigate biosafety risks related to their potential environmental release.This paper aims to evaluate environment signal-dependent biocontainment systems for engineered organisms,focusing specifically on leveraging triggered responses and combinatorial systems.There are different types of triggers-chemical,light,temperature,and pH-this review illustrates how these systems can be designed to respond to environmental signals,ensuring a higher safety profile.It also focuses on combinatorial biocontainment to avoid consequences of unintended GEO release into an external environment.Case studies are discussed to demonstrate the practical applications of these systems in real-world scenarios. 展开更多
关键词 Synthetic biology Genetic circuits Biocontainment Engineered organisms Triggered responses combinatorial systems
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The upwind finite difference fractional steps method for combinatorial system of dynamics of fluids in porous media and its application 被引量:9
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作者 袁益让 《Science China Mathematics》 SCIE 2002年第5期578-593,共16页
For combinatorial system of multilayer dynamics of fluids in porous media, the second order and first order upwind finite difference fractional steps schemes applicable to parallel arithmetic are put forward and two-d... For combinatorial system of multilayer dynamics of fluids in porous media, the second order and first order upwind finite difference fractional steps schemes applicable to parallel arithmetic are put forward and two-dimensional and three-dimensional schemes are used to form a complete set. Some techniques, such as implicit-explicit difference scheme, calculus of variations, multiplicative commutation rule of difference operators, decomposition of high order difference operators and prior estimates, are adopted. Optimal order estimates in L 2 norm are derived to determine the error in the second order approximate solution. This method has already been applied to the numerical simulation of migration-accumulation of oil resources. Keywords: combinatorial system, multilayer dynamics of fluids in porous media, two-class upwind finite difference fractional steps method, convergence, numerical simulation of energy sources. 展开更多
关键词 combinatorial system multilayer DYNAMICS of FLUIDS in porous media twoclass UPWIND finite difference fractional STEPS method convergence numerical simulation of energy sources.
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Combinatorial reasoning-based abnormal sensor recognition method for subsea production control system
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作者 Rui Zhang Bao-Ping Cai +3 位作者 Chao Yang Yu-Ming Zhou Yong-Hong Liu Xin-Yang Qi 《Petroleum Science》 SCIE EI CAS CSCD 2024年第4期2758-2768,共11页
The subsea production system is a vital equipment for offshore oil and gas production.The control system is one of the most important parts of it.Collecting and processing the signals of subsea sensors is the only way... The subsea production system is a vital equipment for offshore oil and gas production.The control system is one of the most important parts of it.Collecting and processing the signals of subsea sensors is the only way to judge whether the subsea production control system is normal.However,subsea sensors degrade rapidly due to harsh working environments and long service time.This leads to frequent false alarm incidents.A combinatorial reasoning-based abnormal sensor recognition method for subsea production control system is proposed.A combinatorial algorithm is proposed to group sensors.The long short-term memory network(LSTM)is used to establish a single inference model.A counting-based judging method is proposed to identify abnormal sensors.Field data from an offshore platform in the South China Sea is used to demonstrate the effect of the proposed method.The results show that the proposed method can identify the abnormal sensors effectively. 展开更多
关键词 Abnormal sensor combinatorial algorithm Fault identification Subsea production control system
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New Public Key Cryptosystems from Combinatorial Group Theory
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作者 TANG Xueming WANG Xiaofei HONG Fan CUI Guohua 《Wuhan University Journal of Natural Sciences》 CAS 2006年第5期1267-1270,共4页
External direct product of some low layer groups such as braid groups and general Artin groups, with a kind of special group action on it, provides a secure cryptographic computation platform, which can keep secure in... External direct product of some low layer groups such as braid groups and general Artin groups, with a kind of special group action on it, provides a secure cryptographic computation platform, which can keep secure in the quantum computing epoch. Three hard problems on this new platform, Subgroup Root Problem, Multi-variant Subgroup Root Problem and Subgroup Action Problem are presented and well analyzed, which all have no relations with conjugacy. New secure public key encryption system and key agreement protocol are designed based on these hard problems. The new cryptosystems can be implemented in a general group environment other than in braid or Artin groups. 展开更多
关键词 public key cryptosystem key agreement protocol combinatorial group theory Artin group external direct product quantum computing
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Linguo-Combinatorial Simulation of Complex Systems
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作者 Mikhail B. lgnatyev 《Journal of Mathematics and System Science》 2012年第1期58-66,共9页
Contemporary world is developing system and we must have the new models. Any complex system interacts with its changing environment and its viability depends on its adaptability. The number of arbitrary coefficients i... Contemporary world is developing system and we must have the new models. Any complex system interacts with its changing environment and its viability depends on its adaptability. The number of arbitrary coefficients in the structure of equivalent equations of complex system changes in the process of learning. In systems with more than six variables, the number of arbitrary coefficients increases first, and then, passing through the maximum, begins to decrease. This phenomenon makes it possible to explain the processes of system growth, complication and death in biological, economical and physical-engineering systems. The author uses the Linguo-combinatorial method of investigation of complex systems, in taking key words for building equivalent equations. This phenomenon is able to increase the adaptability of different systems. 展开更多
关键词 ADAPTABILITY combinatorial simulation uncertainty APPEARANCE ESSENCE general systems theory physics biology. social-economics.
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CRAB—CombinatoRial Auction Body Software System
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作者 Petr Fiala Jana Kalcevová Jan Vraný 《Journal of Software Engineering and Applications》 2010年第7期718-722,共5页
Auctions are important market mechanisms for the allocation of goods and services. Combinatorial auctions are those auctions in which buyers can place bids on combinations of items. Combinatorial auctions have many ap... Auctions are important market mechanisms for the allocation of goods and services. Combinatorial auctions are those auctions in which buyers can place bids on combinations of items. Combinatorial auctions have many applications. The paper presents the CRAB software system. CRAB is a non-commercial software system for generating, solving, and testing of combinatorial auction problems. The system solves problems by Balas’ method or by the primal-dual algo-rithm. CRAB is implemented in Ruby and it is distributed as the file crab.rb. The system is freely available on web pag-es for all interested 展开更多
关键词 combinatorial AUCTION COMPLEXITY Software system GENERATING SOLVING Testing
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Neural Codes Constructs Based on Combinatorial Design
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作者 Jin Huang 《Applied Mathematics》 2025年第1期42-60,共19页
Neuroscience (also known as neurobiology) is a science that studies the structure, function, development, pharmacology and pathology of the nervous system. In recent years, C. Cotardo has introduced coding theory into... Neuroscience (also known as neurobiology) is a science that studies the structure, function, development, pharmacology and pathology of the nervous system. In recent years, C. Cotardo has introduced coding theory into neuroscience, proposing the concept of combinatorial neural codes. And it was further studied in depth using algebraic methods by C. Curto. In this paper, we construct a class of combinatorial neural codes with special properties based on classical combinatorial structures such as orthogonal Latin rectangle, disjoint Steiner systems, groupable designs and transversal designs. These neural codes have significant weight distribution properties and large minimum distances, and are thus valuable for potential applications in information representation and neuroscience. This study provides new ideas for the construction method and property analysis of combinatorial neural codes, and enriches the study of algebraic coding theory. 展开更多
关键词 combinatorial Neural Codes Orthogonal Latin Rectangle Steiner system Group Divisible Design Transversal Design
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A Genetic Algorithm-Based Double Auction Framework for Secure and Scalable Resource Allocation in Cloud-Integrated Intrusion Detection Systems
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作者 Siraj Un Muneer Ihsan Ullah +1 位作者 Zeshan Iqbal Rajermani Thinakaran 《Computers, Materials & Continua》 2025年第12期4959-4975,共17页
The complexity of cloud environments challenges secure resource management,especially for intrusion detection systems(IDS).Existing strategies struggle to balance efficiency,cost fairness,and threat resilience.This pa... The complexity of cloud environments challenges secure resource management,especially for intrusion detection systems(IDS).Existing strategies struggle to balance efficiency,cost fairness,and threat resilience.This paper proposes an innovative approach to managing cloud resources through the integration of a genetic algorithm(GA)with a“double auction”method.This approach seeks to enhance security and efficiency by aligning buyers and sellers within an intelligent market framework.It guarantees equitable pricing while utilizing resources efficiently and optimizing advantages for all stakeholders.The GA functions as an intelligent search mechanism that identifies optimal combinations of bids from users and suppliers,addressing issues arising from the intricacies of cloud systems.Analyses proved that our method surpasses previous strategies,particularly in terms of price accuracy,speed,and the capacity to manage large-scale activities,critical factors for real-time cybersecurity systems,such as IDS.Our research integrates artificial intelligence-inspired evolutionary algorithms with market-driven methods to develop intelligent resource management systems that are secure,scalable,and adaptable to evolving risks,such as process innovation. 展开更多
关键词 Cloud computing combinatorial double auction genetic algorithm optimization resource allocation intrusion detection system(IDS) cloud security
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Combinatorial innovation and lifecycle analysis of low-carbon energy technologies in China
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作者 Zerun Jin Shengjun Zhu 《Geography and Sustainability》 2025年第2期228-239,共12页
Measuring the lifecycle of low-carbon energy technologies is critical to better understanding the innovation pattern.However,previous studies on lifecycle either focus on technical details or just provide a general ov... Measuring the lifecycle of low-carbon energy technologies is critical to better understanding the innovation pattern.However,previous studies on lifecycle either focus on technical details or just provide a general overview,due to the lack of connection with innovation theories.This article attempts to fill this gap by analyzing the lifecycle from a combinatorial innovation perspective,based on patent data of ten low-carbon energy technologies in China from 1999 to 2018.The problem of estimating lifecycle stages can be transformed into analyzing the rise and fall of knowledge combinations.By building the international patent classification(IPC)co-occurrence matrix,this paper demonstrates the lifecycle evolution of technologies and develops an efficient quantitative index to define lifecycle stages.The mathematical measurement can effectively reflect the evolutionary pattern of technologies.Additionally,this article relates the macro evolution of lifecycle to the micro dynamic mechanism of technology paradigms.The sign of technology maturity is that new inventions tend to follow the patterns established by prior ones.Following this logic,this paper identifies different trends of paradigms in each technology field and analyze their transition.Furthermore,catching-up literature shows that drastic transformation of technology paradigms may open“windows of opportunity”for laggard regions.From the results of this paper,it is clear to see that latecomers can catch up with pioneers especially when there is a radical change in paradigms.Therefore,it is important for policy makers to capture such opportunities during the technology lifecycle and coordinate regional innovation resources. 展开更多
关键词 combinatorial innovation Technology lifecycle Low-carbon energy technologies CATCHING-UP
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A Note on Diophantine Equation Ax^4+ 1 = By^2 and Erds' Conjecture on Combinatorial Number
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作者 曹珍富 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 1998年第2期1-3,共3页
A necessary and suffcient condition is given for the equation Ax4+ 1 =By2 to have positive integer solution, and an effective method is derived for solving equation a2x4 + 1 = By2 in positive integers x, y for given h... A necessary and suffcient condition is given for the equation Ax4+ 1 =By2 to have positive integer solution, and an effective method is derived for solving equation a2x4 + 1 = By2 in positive integers x, y for given ho and B completely. Also, using a recently result of Ribet, Darmon and Merel, we proved that Erdos’ conjecture on combinatorial number is right. 展开更多
关键词 Diophantine equations SEQUENCE combinatorial number
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Simultaneous detection and differentiates of Brucella abortus and Brucella melitensis by combinatorial PCR 被引量:5
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作者 Reza Mirnejad Reza Hosseini Doust +3 位作者 Reza Kachuei Seied Mojtaba Mortazavi Mehdi Khoobdel Ali Ahamadi 《Asian Pacific Journal of Tropical Medicine》 SCIE CAS 2012年第1期24-28,共5页
Objective:To evaluate simultaneous detection and differentiates of Brucella abortus(B.abortus) and Brucella melitensis(B.melitensis) through the combinatorial POR method.Methods:This study was designed using three pri... Objective:To evaluate simultaneous detection and differentiates of Brucella abortus(B.abortus) and Brucella melitensis(B.melitensis) through the combinatorial POR method.Methods:This study was designed using three primers that could simultaneously identify and differentiate two major species of pathogenic Brucella in humans and animals.Identification and differentiation of each species using the size of the PCR product were determined.To determine the specifieity of the method,bacteria close to the genus Brucella were used.Finally,to confirm PCR products.In addition to the products sequence,RFLP was performed on PCR products using restriction enzymes.Results:The method of optimized combinatorial PCR in this study could simultaneously detect and differentiate B.abortus and B.melitensis with high specificity and sensitivity in clinical samples.Differentiation of species is based on the resulting bands: therefore,the band 494 bp for B.abortus and 733 bp for B.melitensis were obtained.RFLP and sequencing results confirmed PCR results.Conclusions:The results of this study shows that without routine diagnostic methods such as culture and serology tests,using the molecular method of combinatorial PCR,important species of Brucella can be simultaneously identified and differentiated in clinical samples. 展开更多
关键词 BRUCELLA ABORTUS BRUCELLA MELITENSIS combinatorial PCR
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Individualized Pixel Synthesis and Characterization of Combinatorial Materials Chips 被引量:7
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作者 Xiao-Dong Xiang Gang Wang +2 位作者 Xiaokun Zhang Yong Xiang Hong Wang 《Engineering》 SCIE EI 2015年第2期225-233,共9页
Conventionally, an experimentally determined phase diagram requires studies of phase formation at a range of temperatures for each composition, which takes years of effort from multiple research groups. Combinatorial ... Conventionally, an experimentally determined phase diagram requires studies of phase formation at a range of temperatures for each composition, which takes years of effort from multiple research groups. Combinatorial materials chip technology, featuring high-throughput synthesis and characterization, is able to determine the phase diagram of an entire composition spread of a binary or ternary system at a single temperature on one materials library, which, though significantly increasing efficiency, still requires many libraries processed at a series of temperatures in order to complete a phase diagram. In this paper, we propose a "one-chip method" to construct a complete phase diagram by individually synthesizing each pixel step by step with a progressive pulse of energy to heat at different temperatures while monitoring the phase evolution on the pixel in situ in real time. Repeating this process pixel by pixel throughout the whole chip allows the entire binary or ternary phase diagram to be mapped on one chip in a single experiment. The feasibility of this methodology is demonstrated in a study of a Ge-Sb-Te ternary alloy system, on which the amorphouscrystalline phase boundary is determined. 展开更多
关键词 combinatorial materials chip phase diagram pixel synthesis in-situ characterization phase-boundary determination
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Hopfield neural network based on ant system 被引量:6
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作者 洪炳镕 金飞虎 郭琦 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 2004年第3期267-269,共3页
Hopfield neural network is a single layer feedforward neural network. Hopfield network requires some control parameters to be carefully selected, else the network is apt to converge to local minimum. An ant system is ... Hopfield neural network is a single layer feedforward neural network. Hopfield network requires some control parameters to be carefully selected, else the network is apt to converge to local minimum. An ant system is a nature inspired meta heuristic algorithm. It has been applied to several combinatorial optimization problems such as Traveling Salesman Problem, Scheduling Problems, etc. This paper will show an ant system may be used in tuning the network control parameters by a group of cooperated ants. The major advantage of this network is to adjust the network parameters automatically, avoiding a blind search for the set of control parameters. This network was tested on two TSP problems, 5 cities and 10 cities. The results have shown an obvious improvement. 展开更多
关键词 hopfield network ant system TSP combinatorial optimization problem
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Time Complexity of Evolutionary Algorithms for Combinatorial Optimization:A Decade of Results 被引量:5
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作者 Pietro S.Oliveto 《International Journal of Automation and computing》 EI 2007年第3期281-293,共13页
Computational time complexity analyzes of evolutionary algorithms (EAs) have been performed since the mid-nineties. The first results were related to very simple algorithms, such as the (1+1)-EA, on toy problems.... Computational time complexity analyzes of evolutionary algorithms (EAs) have been performed since the mid-nineties. The first results were related to very simple algorithms, such as the (1+1)-EA, on toy problems. These efforts produced a deeper understanding of how EAs perform on different kinds of fitness landscapes and general mathematical tools that may be extended to the analysis of more complicated EAs on more realistic problems. In fact, in recent years, it has been possible to analyze the (1+1)-EA on combinatorial optimization problems with practical applications and more realistic population-based EAs on structured toy problems. This paper presents a survey of the results obtained in the last decade along these two research lines. The most common mathematical techniques are introduced, the basic ideas behind them are discussed and their elective applications are highlighted. Solved problems that were still open are enumerated as are those still awaiting for a solution. New questions and problems arisen in the meantime are also considered. 展开更多
关键词 Evolutionary algorithms computational complexity combinatorial optimization evolutionary computation theory.
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A COMBINATORIAL APPROACH TO THE OXIDATION RESISTANCE OF (Ti,Al)N AND Ti-Al-Si-N HARD COATINGS 被引量:3
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作者 R. Cremer D. Neuschutz 《Acta Metallurgica Sinica(English Letters)》 SCIE EI CAS CSCD 2002年第1期6-14,共9页
The increasing complexity of modern functional materials leads to the demandof a cost efficient tool for the development of new products. One possible approach to this questionis the adaptation of combinatorial method... The increasing complexity of modern functional materials leads to the demandof a cost efficient tool for the development of new products. One possible approach to this questionis the adaptation of combinatorial methods to the specific requirements of materials industry.These methods, originally developed for the pharmaceutical industry, have recently been applied tothe screening of superconductive, magnetoresistant and photoluminescent materials. The principle ofthese combinatorial approaches is the deposition of large materials libraries in one processcombined with fast methods for the determination of the resulting properties. In this paper, thedeposition and characterization of laterally graded materials libraries (composition spread) ispresented. The films have been deposited by reactive magnetron sputtering, using two or threemetallic targets at a low angle to the substrate surface as well as a system of apertures. Toillustrate the advantages of combinatorial approaches for the development of advanced materials, themulticomponent metastable hardcoatings (Ti,Al)N and Ti-Al-Si-N are discussed with special emphasison the relations between structure and composition on the one hand and the oxidation resistance ofthese coatings on the other. The results illustrate that the composition spread approach is apowerful and cost efficient tool for the development and optimization of new multicomponentfunctional materials. 展开更多
关键词 combinatorial chemistry hard coating PVD magnetron sputtering
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Combinatorial design-based quasi-cyclic LDPC codes with girth eight 被引量:3
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作者 Sina Vail Narges Rezvani Majid 《Digital Communications and Networks》 SCIE 2018年第4期296-300,共5页
This paper presents a novel regular Quasi-Cyclic (QC)Low Density Parity Check (LDPC)codes with columnweight three and girth at least eight.These are designed on the basis of combinatorial design in which subsets appli... This paper presents a novel regular Quasi-Cyclic (QC)Low Density Parity Check (LDPC)codes with columnweight three and girth at least eight.These are designed on the basis of combinatorial design in which subsets applied for the construction of circulant matrices are determined by a particular subset.Considering the nonexistence of cycles four and six in the structure of the parity check matrix,a bound for their minimum weight is proposed.The simtdations conducted confirm that without applying a masking technique,the newly implemented codes have a performance similar to or better than other well-known codes.This is evident in the waterfall region, while their error floor at very low Bit Error Rate (BER)is expected. 展开更多
关键词 Quasi-cyclic LDPC CODES combinatorial DESIGN Minimum WEIGHT GIRTH
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Fenton metal nanomedicines for imaging-guided combinatorial chemodynamic therapy against cancer 被引量:3
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作者 Peng Liu Ying Peng +1 位作者 Jinsong Ding Wenhu Zhou 《Asian Journal of Pharmaceutical Sciences》 SCIE CAS 2022年第2期177-192,共16页
Chemodynamic therapy(CDT)is considered as a promising modality for selective cancer therapy,which is realized via Fenton reaction-mediated decomposition of endogenous H_(2)O_(2) to produce toxic hydroxyl radical(•OH)f... Chemodynamic therapy(CDT)is considered as a promising modality for selective cancer therapy,which is realized via Fenton reaction-mediated decomposition of endogenous H_(2)O_(2) to produce toxic hydroxyl radical(•OH)for tumor ablation.While extensive efforts have been made to develop CDT-based therapeutics,their in vivo efficacy is usually unsatisfactory due to poor catalytic activity limited by tumor microenvironment,such as anti-oxidative systems,insufficient H_(2)O_(2),and mild acidity.To mitigate these issues,we have witnessed a surge in the development of CDT-based combinatorial nanomedicines with complementary or synergistic mechanisms for enhanced tumor therapy.By virtue of their bio-imaging capabilities,Fenton metal nanomedicines(FMNs)are equipped with intrinsic properties of imaging-guided tumor therapies.In this critical review,we summarize recent progress of this field,focusing on FMNs for imaging-guided combinatorial tumor therapy.First,various Fenton metals with inherent catalytic performances and imaging properties,including Fe,Cu and Mn,were introduced to illustrate their possible applications for tumor theranostics.Then,CDT-based combinatorial systems were reviewed by incorporating many other treatment means,including chemotherapy,photodynamic therapy(PDT),sonodynamic therapy(SDT),photothermal therapy(PTT),starvation therapy and immunotherapy.Next,various imaging approaches based on Fenton metals were presented in detail.Finally,challenges are discussed,and future prospects are speculated in the field to pave way for future developments. 展开更多
关键词 combinatorial MEDICINES equipped
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The Combinatorial Biosynthesis of"Unnatural" Products with Polyketides 被引量:3
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作者 Chuanbo Zhang Di Ke +1 位作者 Yuejiao Duan Wenyu Lu 《Transactions of Tianjin University》 EI CAS 2018年第6期501-512,共12页
Polyketides have been widely used clinically due to their significant biological activities, but the needed structural and functional diversity cannot be achieved by common chemical synthetic methods. The tool of comb... Polyketides have been widely used clinically due to their significant biological activities, but the needed structural and functional diversity cannot be achieved by common chemical synthetic methods. The tool of combinatorial biosynthesis provides the possibility to produce "unnatural" natural drugs, which has achieved initial success. This paper provides an overview for the strategies of combinatorial biosynthesis in producing the structural and functional diversity of polyketides, including the redesign of metabolic flow, polyketide synthase(PKS) engineering, and PKS post-translational modification. Although encouraging progress has been made in the last decade, challenges still exist regarding the rational combinatorial biosynthesis of polyketides. In this review, the perspectives of polyketide combinatorial biosynthesis are also discussed. 展开更多
关键词 POLYKETIDES combinatorial biosynthesis “Unnatural” natural products BIOSYNTHESIS
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SOME COMBINATORIAL OPTIMIZATION PROBLEMS ARISING FROM VLSI CIRCUIT DESIGN 被引量:2
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作者 刘彦佩 《Applied Mathematics(A Journal of Chinese Universities)》 SCIE CSCD 1993年第2期218-235,共18页
This paper is basically a survey to show a number of combinatorial optimization problems arising from VLSI circuit design. Some of them including the existence problem, minimax problem, net representation, bend minimi... This paper is basically a survey to show a number of combinatorial optimization problems arising from VLSI circuit design. Some of them including the existence problem, minimax problem, net representation, bend minimization, area minimization, placement problem, routing problem, etc. are especially discussed with new results and theoretical ideas for treating them. Finally, a number of problems for further research are mentioned. 展开更多
关键词 VLSI Circuit Design Rectilinear Embedding Rectilinear Convexity Forbidden Configuration combinatorial Optimization.
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Combinatorial Synthesis and High-Throughput Characterization of Microstructure and Phase Transformation in Ni-Ti-Cu-V Quaternary Thin-Film Library 被引量:2
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作者 Naila M.Al Hasan Huilong Hou +4 位作者 Suchismita Sarkar Sigurd Thienhaus Apurva Mehta Alfred Ludwig Ichiro Takeuchi 《Engineering》 SCIE EI 2020年第6期637-643,共7页
Ni-Ti-based shape memory alloys(SMAs)have found widespread use in the last 70 years,but improving their functional stability remains a key quest for more robust and advanced applications.Named for their ability to ret... Ni-Ti-based shape memory alloys(SMAs)have found widespread use in the last 70 years,but improving their functional stability remains a key quest for more robust and advanced applications.Named for their ability to retain their processed shape as a result of a reversible martensitic transformation,SMAs are highly sensitive to compositional variations.Alloying with ternary and quaternary elements to finetune the lattice parameters and the thermal hysteresis of an SMA,therefore,becomes a challenge in materials exploration.Combinatorial materials science allows streamlining of the synthesis process and data management from multiple characterization techniques.In this study,a composition spread of Ni-Ti-Cu-V thin-film library was synthesized by magnetron co-sputtering on a thermally oxidized Si wafer.Composition-dependent phase transformation temperature and microstructure were investigated and determined using high-throughput wavelength dispersive spectroscopy,synchrotron X-ray diffraction,and temperature-dependent resistance measurements.Of the 177 compositions in the materials library,32 were observed to have shape memory effect,of which five had zero or near-zero thermal hysteresis.These compositions provide flexibility in the operating temperature regimes that they can be used in.A phase map for the quaternary system and correlations of functional properties are discussed w让h respect to the local microstructure and composition of the thin-film library. 展开更多
关键词 Ni-Ti-Cu-V alloys combinatorial materials science Quaternary alloys Shape memory alloys Thin-film library Elastocaloric cooling Thermoelastic cooling Phase transformation High-throughput characterization Property mapping Machine learning
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