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• Is Synthetic Data all We Need? Benchmarking the Robustness of Models Trained with Synthetic Images
  A long-standing challenge in developing machine learning approaches has been the lack of high-quality labeled data. Recently, models trained with purely synthetic data, here termed synthetic clones, generated using large-scale pre-trained diffusion models have…
  arxiv Krishnakant Singh, Thanush Navaratnam, Jannik Holmer, Simone Schaub-Meyer 等 2024-05-30T20:37:34Z 置信度 0.78 cs.CV
• A framework for philosophical biology
  Advances in biology have mostly relied on theories that were subsequently revised, expanded or eventually refuted using experimental and other means. Theoretical biology used to primarily provide a basis to rationally examine the frameworks within which biolog…
  arxiv Sepehr Ehsani 2016-04-29T21:45:53Z 置信度 0.78 q-bio.OT
• Graph Theory and Networks in Biology
  In this paper, we present a survey of the use of graph theoretical techniques in Biology. In particular, we discuss recent work on identifying and modelling the structure of bio-molecular networks, as well as the application of centrality measures to interacti…
  arxiv Oliver Mason, Mark Verwoerd 2006-04-06T14:55:34Z 置信度 0.78 q-bio.MNq-bio.QM
• Haven't I Seen You Before? Assessing Identity Leakage in Synthetic Irises
  Generative Adversarial Networks (GANs) have proven to be a preferred method of synthesizing fake images of objects, such as faces, animals, and automobiles. It is not surprising these models can also generate ISO-compliant, yet synthetic iris images, which can…
  arxiv Patrick Tinsley, Adam Czajka, Patrick Flynn 2022-11-03T00:34:47Z 置信度 0.78 cs.CV
• Transitioning from Real to Synthetic data: Quantifying the bias in model
  With the advent of generative modeling techniques, synthetic data and its use has penetrated across various domains from unstructured data such as image, text to structured dataset modeling healthcare outcome, risk decisioning in financial domain, and many mor…
  arxiv Aman Gupta, Deepak Bhatt, Anubha Pandey 2021-05-10T06:57:14Z 置信度 0.78 cs.LG
• The chaos within: exploring noise in cellular biology
  Cellular biology exists embedded in a world dominated by random dynamics and chance. Many vital molecules and pieces of cellular machinery diffuse within cells, moving along random trajectories as they collide with the other biomolecular inhabitants of the cel…
  arxiv Iain G. Johnston 2012-08-10T19:01:38Z 置信度 0.78 q-bio.CBq-bio.SC
• Concerns on Bias in Large Language Models when Creating Synthetic Personae
  This position paper explores the benefits, drawbacks, and ethical considerations of incorporating synthetic personae in HCI research, particularly focusing on the customization challenges beyond the limitations of current Large Language Models (LLMs). These pe…
  arxiv Helena A. Haxvig 2024-05-08T14:24:11Z 置信度 0.78 cs.HCcs.AI
• Information theory in molecular biology
  This article introduces the physics of information in the context of molecular biology and genomics. Entropy and information, the two central concepts of Shannon's theory of information and communication, are often confused with each other but play transparent…
  arxiv Christoph Adami 2004-05-05T20:52:48Z 置信度 0.78 q-bio.BMq-bio.PE
• Synthetic Object Compositions for Scalable and Accurate Learning in Detection, Segmentation, and Grounding
  Visual grouping -- operationalized through tasks such as instance segmentation, visual grounding, and object detection -- enables applications ranging from robotic perception to photo editing. These fundamental problems in computer vision are powered by large-…
  arxiv Weikai Huang, Jieyu Zhang, Taoyang Jia, Chenhao Zheng 等 2025-10-10T08:04:30Z 置信度 0.78 cs.CVcs.AI
• Six Levels of Privacy: A Framework for Financial Synthetic Data
  Synthetic Data is increasingly important in financial applications. In addition to the benefits it provides, such as improved financial modeling and better testing procedures, it poses privacy risks as well. Such data may arise from client information, busines…
  arxiv Tucker Balch, Vamsi K. Potluru, Deepak Paramanand, Manuela Veloso 2024-03-20T20:41:26Z 置信度 0.78 cs.CRcs.LGq-fin.ST
• Epigenetic Tracking: a Model for Multicellular Biology
  Epigenetic Tracking is a mathematical model of biological cells, originally conceived to study embryonic development. Computer simulations proved the capacity of the model to generate complex 3-dimensional cellular structures, and the potential to reproduce th…
  arxiv Alessandro Fontana 2013-04-08T11:51:56Z 置信度 0.78 q-bio.CBq-bio.PE
• Fruit flies and moduli: interactions between biology and mathematics
  Possibilities for using geometry and topology to analyze statistical problems in biology raise a host of novel questions in geometry, probability, algebra, and combinatorics that demonstrate the power of biology to influence the future of pure mathematics. Thi…
  arxiv Ezra Miller 2015-08-21T19:57:12Z 置信度 0.78 q-bio.QMmath.AGmath.PRq-bio.PE
• Instant Particle Size Distribution Measurement Using CNNs Trained on Synthetic Data
  Accurate particle size distribution (PSD) measurement is important in industries such as mining, pharmaceuticals, and fertilizer manufacturing, significantly influencing product quality and operational efficiency. Traditional PSD methods like sieve analysis an…
  arxiv Yasser El Jarida, Youssef Iraqi, Loubna Mekouar 2025-07-01T14:52:47Z 置信度 0.78 cs.CV
• Leveraging Vertical Public-Private Split for Improved Synthetic Data Generation
  Differentially Private Synthetic Data Generation (DP-SDG) is a key enabler of private and secure tabular-data sharing, producing artificial data that carries through the underlying statistical properties of the input data. This typically involves adding carefu…
  arxiv Samuel Maddock, Shripad Gade, Graham Cormode, Will Bullock 2025-04-15T08:59:03Z 置信度 0.78 cs.LGcs.CR
• Grounding Synthetic Data Generation With Vision and Language Models
  Deep learning models benefit from increasing data diversity and volume, motivating synthetic data augmentation to improve existing datasets. However, existing evaluation metrics for synthetic data typically calculate latent feature similarity, which is difficu…
  arxiv Ümit Mert Çağlar, Alptekin Temizel 2026-03-10T13:03:53Z 置信度 0.78 cs.CVcs.AI
• The Impact of Balancing Real and Synthetic Data on Accuracy and Fairness in Face Recognition
  Over the recent years, the advancements in deep face recognition have fueled an increasing demand for large and diverse datasets. Nevertheless, the authentic data acquired to create those datasets is typically sourced from the web, which, in many cases, can le…
  arxiv Andrea Atzori, Pietro Cosseddu, Gianni Fenu, Mirko Marras 2024-09-04T16:50:48Z 置信度 0.78 cs.CV
• Synthetic Pre-Training Tasks for Neural Machine Translation
  Pre-training models with large crawled corpora can lead to issues such as toxicity and bias, as well as copyright and privacy concerns. A promising way of alleviating such concerns is to conduct pre-training with synthetic tasks and data, since no real-world i…
  arxiv Zexue He, Graeme Blackwood, Rameswar Panda, Julian McAuley 等 2022-12-19T21:34:00Z 置信度 0.78 cs.CLcs.AI
• The Ethics of Synthetic Biology
  This chapter talks about the importance of ethics in the development of synthetic biology and explains why the ethics of synthetic biology differs from the ethics of analytic biology. It identifies the key areas of ethical concern in synthetic biology. It also…
  crossref David Obree 2023-09-15T12:37:20Z 置信度 0.70
• Technologies for Mammalian Synthetic Biology
  This chapter discusses methods by which DNA can be edited, written, and constructed, including the challenges faced in authoring DNA. It shows how the function of DNA instructions can be lost over time and how practitioners are seeking to protect DNA from corr…
  crossref Leonard J. Nelson, Alistair Elfick 2023-09-15T12:21:57Z 置信度 0.70
• An Introduction to Mammalian Synthetic Biology
  This chapter describes various features of mammals that set them apart from other animals and looks at five features of mammalian synthetic biology. It covers the structure, function, behaviour, development, and evolution of mammals. The chapter also provides …
  crossref Jamie A. Davies 2023-09-15T07:24:09Z 置信度 0.70
• Synthetic Biology, Stem Cells, and Regenerative Medicine
  This chapter reviews key features, various sources, and applications of stem cells. It describes the key challenges of differentiating pluripotent stem cells to specific cell and tissue types and explains how synthetic transcription factors can help control st…
  crossref Steven M. Pollard 2023-09-15T10:10:27Z 置信度 0.70
• Mammalian Synthetic Biology as a Research Tool
  This chapter outlines the virtuous cycle in which basic science informs the design of synthetic systems, and new synthetic systems can be used to discover more basic science. It cites the two broad ways in which synthetic biology is applied to basic science: a…
  crossref Jamie A. Davies 2023-09-15T13:15:38Z 置信度 0.70
• 4. Synthetic biology and healthcare
  ‘Synthetic biology and healthcare’ explains how synthetic biology can be applied to medicine: it can be used to produce drugs and new vaccines; improve monitoring and diagnosis; and it is just starting to be used to modify human cells with properties designed …
  crossref Jamie A. Davies 2018-07-26T06:20:47Z 置信度 0.70
• 5. Synthetic biology for engineering
  While it may be expected that medicine and chemistry will have potential uses for synthetic biology, it is less obvious that the field might be relevant to the inorganic engineering of buildings, bridges, and computers. Nevertheless, the responsiveness of biol…
  crossref Jamie A. Davies 2018-07-26T06:20:14Z 置信度 0.70
• Regulation: Promoting biosafety and biosecurity in synthetic biology
  This chapter sets out the basic principles of biosafety and biosecurity in synthetic biology, as governance tools intended to manage risk. It explores the interplay between unintentional exposure to harmful biological agents, and the potential for deliberate m…
  crossref Emma Frow, Robert Smith, Lalitha Sundaram 2026-08-04T16:44:41Z 置信度 0.70
• Designer proteins for bottom-up synthetic biology
  crossref Maxim G. Ryadnov 2017-12-18T10:37:25Z 置信度 0.70
• 2. How synthetic biology is done
  Synthetic biology depends on technologies for reading and writing DNA sequences of genes. Modification is almost always done at the genetic level because genes are heritable, needing to be engineered only once. ‘How synthetic biology is done’ describes the pro…
  crossref Jamie A. Davies 2018-07-26T06:19:06Z 置信度 0.70
• Chapter 7. Synthetic extracellular matrix biology
  crossref Maxim G Ryadnov 2014-06-02T14:28:59Z 置信度 0.70
• Journal of Synthetic Biology
  crossref 2015-12-16T11:54:56Z 置信度 0.70
• 6. Synthetic biology for basic research
  Synthetic biology has been built on the foundations of a vast amount of fundamental knowledge about how genes, proteins, and living cells and tissues work. It is now paying back its debt to science by providing sophisticated tools for analysis of natural syste…
  crossref Jamie A. Davies 2018-07-26T06:20:24Z 置信度 0.70
• 3. Synthetic biology and the environment
  The world faces a number of pressing environmental challenges: limited resources; limited space; loss of biodiversity; pollution of land, water, and air; and the impact of climate change thought to be driven by air pollution and by altered land use. Synthetic …
  crossref Jamie A. Davies 2018-07-26T06:20:34Z 置信度 0.70
• Chapter 4. Synthetic biology with RNA
  crossref Aleksandra Filipovska, Oliver Rackham 2014-06-02T14:28:59Z 置信度 0.70
• CONTENTS
  crossref 2017-12-18T10:37:25Z 置信度 0.70
• Preface
  crossref 2017-12-18T10:37:25Z 置信度 0.70
• Synthetic Biology
  crossref Oliver Müller 2015-11-26T08:46:42Z 置信度 0.70
• Synthetic biology, biosafety and ‘biopunks’
  crossref 2018-05-02T09:18:30Z 置信度 0.70
• Design Tools for Synthetic Biology
  crossref 2016-04-07T23:28:32Z 置信度 0.70
• Chapter 11. Chemical synthetic biology projects: never born biopolymers and synthetic cells
  crossref Cristiano Chiarabelli, Pasquale Stano, Pier Luigi Luisi 2014-06-02T14:28:59Z 置信度 0.70
• Front Matter
  crossref 2017-12-18T10:37:25Z 置信度 0.70
• The Synthetic Approach in Biology: Epistemological Notes for Synthetic Biology
  crossref Pier Luigi Luisi 2011-06-21T08:11:57Z 置信度 0.70
• Chapter 3. The role of directed protein evolution in synthetic biology
  crossref Paul A. Dalby 2014-06-02T14:28:59Z 置信度 0.70
• Synthetic Biology - Mapping the Patent Landscape
  Abstract This article presents the global patent landscape for synthetic biology as a new and emerging area of science and technology. The aim of the article is to provide an overview of the emergence of synthetic biology in the patent system and to contribute…
  preprints Paul Oldham, Stephen Hall 2018 置信度 0.74
• Synthetic Biology: Culture and Bioethical Considerations
  crossref 2016-04-07T23:28:32Z 置信度 0.70
• Mammalian Synthetic Biology
  Mammalian Synthetic Biology starts by introducing the biology of mammals and providing a broad overview of how synthetic biology is applied to mammals. It then presents some special features of mammalian systems that distinguish mammals from other organisms be…
  crossref Jamie A. Davies 2023-09-15T09:29:17Z 置信度 0.70
• How will patents affect synthetic biology?
  crossref 2018-05-02T09:18:30Z 置信度 0.70
• Governing Synthetic Biology
  Governing Synthetic Biology focuses on understanding different ways that scientists, engineers and their stakeholders can shape and steer—or govern—synthetic biology. The text shows that there are many ways, and many tools available, to steer the direction of …
  crossref Emma Frow, Robert Smith, Lalitha Sundaram 2026-08-04T16:44:40Z 置信度 0.70
• Synthetic Biology Standards and Methods of DNA Assembly
  crossref 2016-04-07T23:28:32Z 置信度 0.70
• Synthetic bacterial stem cells and their multicellularity for synthetic biology and beyond
  crossref Daniel Bojar 2019-08-28T12:22:21Z 置信度 0.70
• Biosecurity: potential for deliberate misuse of synthetic biology
  crossref 2018-05-02T05:18:30Z 置信度 0.70
• Introduction to Synthetic Biology
  crossref Vijai Singh 2020-04-13T11:02:57Z 置信度 0.70
• Exploiting Fungi in Synthetic Biology: Commentary
  crossref Kaushal kishor sharma 2015-11-03T07:52:01Z 置信度 0.70
• Chapter 10. Cell-like liposomes integrated with microfluidic technology for synthetic biology
  crossref Toshihisa Osaki, Koki Kamiya, Shoji Takeuchi 2014-06-02T14:28:59Z 置信度 0.70
• Synthetic Biology and Risk: Is this Really an Ethical Dilema?
  crossref 2015-05-06T04:55:25Z 置信度 0.70
• Governing Synthetic Biology: Processes and Outcomes
  crossref Joyce Tait 2009-09-10T12:44:13Z 置信度 0.70
• Advancements in synthetic biology: Harnessing yeast for bioproduction and disease modeling using synthetic biology strategies
  crossref Zhanyi Yao 2025-12-15T16:09:57Z 置信度 0.70
• Synthetic Biology
  crossref 2017-12-18T10:37:25Z 置信度 0.70
• About the Nature of Synthetic and Systems Biology
  crossref Jacques Ricard 2015-01-05T06:27:45Z 置信度 0.70
• Building with BioBricks: a commons for sharing synthetic biology research
  crossref 2018-05-02T09:18:30Z 置信度 0.70
• Eukaryotae Synthetica: Synthetic Biology in Yeast, Microalgae and Mammalian Cells
  crossref 2016-04-07T19:28:32Z 置信度 0.70
• Synthetic Plants
  crossref 2016-04-07T19:28:32Z 置信度 0.70
• Computational Protein Design for Synthetic Biology
  crossref Florian Richter, David Baker 2013-09-09T16:24:22Z 置信度 0.70
• That Was the Synthetic Biology That Was
  crossref Luis Campos 2009-09-10T12:44:13Z 置信度 0.70
• The moral economy of synthetic biology
  crossref Bernadette Bensaude Vincent 2015-11-26T13:46:42Z 置信度 0.70
• Synthetic Biology: A Good Choice for Medicinal Advances
  crossref Vijaya Bhaskar Reddy 2015-11-03T07:52:01Z 置信度 0.70
• The new world of synthetic biology: possibilities, challenges and debates
  crossref 2018-05-02T05:18:30Z 置信度 0.70
• Recombinant Genomes: Novel Resources for Systems Biology and Synthetic Biology
  crossref Mitsuhiro Itaya 2009-09-22T20:46:30Z 置信度 0.70
• Systems Biology for Understanding Cancer Biology
  crossref Mariano Bizzarri 2014-10-22T06:12:20Z 置信度 0.70
• Challenges and Opportunities for Synthetic Biology in India
  crossref Singh V Dhar PK 2015-01-05T11:27:45Z 置信度 0.70
• Synthetic promoters went green: MinSyns bridge the gap between tunable expression and synthetic biology in plants
  crossref Andrea Tagliani 2020-11-27T14:36:49Z 置信度 0.70
• Chapter 2. Use of synthetic biology techniques to site-selective introduce posttranslational modifications in proteins
  crossref Ralph P. G. Bosmans, Luc Brunsveld 2014-06-02T14:28:59Z 置信度 0.70
• Modelling co-translational dimerisation for programmable nonlinearity in synthetic biology
  Abstract Nonlinearity plays a fundamental role in the performance of both natural and synthetic biological networks. Key functional motifs in living microbial systems, such as the emergence of bistability or oscillations, rely on nonlinear molecular dynamics. …
  preprints Ruud Stoof, Ángel Goñi-Moreno 2020 置信度 0.74
• Synthetic Biology, Artificial Intelligence, and Quantum Computing
  crossref Rajendra K. Bera 2019-02-07T15:51:06Z 置信度 0.70
• libSBOLj3: A graph-based library for design and data exchange in synthetic biology
  Abstract The Synthetic Biology Open Language version 3 data standard provides a graph-based approach to exchange information about biological designs. The new data model has major updates and offers several features for software tools. Here, we present libSBOL…
  preprints Göksel Mısırlı 2023 置信度 0.74
• Sowing the seeds for advanced synthetic plant biology
  crossref René Inckemann 2022-09-29T13:33:52Z 置信度 0.70
• Synthetic Biology of Microbial Biofuel Production
  crossref Gregory Bokinsky, Dan Groff, Jay Keasling 2013-09-06T18:36:25Z 置信度 0.70
• A deep learning predictor of bindable protein surfaces to guide generative synthetic biology
  Abstract The advent of generative machine learning models has revolutionized de novo design of protein binders. However, the wide adoption of this revolution is bottlenecked by computational cost. For many targets, binder design commonly requires computational…
  europepmc Leonardo Almeida-Souza 2026 置信度 0.80
• Recent advancement and developments in synthetic biology
  crossref Vsevolod V (Seva) Gurevich 2015-10-26T02:56:14Z 置信度 0.70
• Harnessing synthetic biology to expand chemical diversity of antibiotics
  crossref Fatima Enam 2021-01-07T03:43:16Z 置信度 0.70
• Synthetic Biology Based Biosensors and the Emerging Governance Issues
  crossref Pooja Bhatia Archana Chugh 2013-12-20T04:55:13Z 置信度 0.70
• Synthetic Biology: Putting Engineering into Bioengineering
  crossref Matthias Heinemann, Sven Panke 2009-09-22T20:46:30Z 置信度 0.70
• On Fundamental Implications of Systems and Synthetic Biology
  crossref Cliff Hooker 2009-09-22T20:46:30Z 置信度 0.70
• Chapter 8. Protein cages as a new tool in synthetic biology
  crossref Melanie Brasch, Jeroen J. L. M. Cornelissen, Melissa S. T. Koay 2014-06-02T14:28:59Z 置信度 0.70
• Current Synthetic and Systems Biology
  crossref 2018-04-24T02:33:50Z 置信度 0.70
• Protein scaffolds and higher-order complexes in synthetic biology
  crossref Anniek den Hamer, Bas J. H. M. Rosier, Luc Brunsveld, Tom F. A. de Greef 2017-12-18T10:37:25Z 置信度 0.70
• BOTany Methods: Accessible Automation for Plant Synthetic Biology
  Abstract Most members of the synthetic biology community, particularly plant scientists, lack access to liquid handling robots to scale up experiments, enhance reproducibility, and accelerate the Design, Build, Test, Learn cycle. Biofoundries enable high throu…
  preprints Moni Qiande, Abigail Lin, Lianna Larson, Cătălin Voiniciuc 2025 置信度 0.74
• Editorial: IET Synthetic Biology
  crossref J. Haseloff 2007-09-25T15:06:55Z 置信度 0.70
• On the Role of Synthetic and Systems Biology in Biological Studies
  crossref Jacques Ricard 2015-11-03T12:55:13Z 置信度 0.70
• A panoramic view of synthetic biology
  crossref 2016-09-05T05:01:45Z 置信度 0.70
• Spatial biology of Ising-like synthetic genetic networks
  Abstract Background Understanding how spatial patterns of gene expression emerge from the interaction of individual gene networks is a fundamental challenge in biology. Developing a synthetic experimental system with a common theoretical framework that capture…
  crossref Kevin Simpson, Alfredo L’Homme, Juan Keymer, Fernán Federici 2023-05-12T00:00:35Z 置信度 0.70
• Legal Aspects of Synthetic Biology
  crossref Jürgen Robienski, Jürgen Simon, Rainer Paslack 2015-11-26T13:46:42Z 置信度 0.70
• Synthetic Biology: A Very Short Introduction
  Synthetic biology is one of the 21st century’s fastest growing fields of research. Building on traditional genetic engineering, synthetic biology uses multi-gene modules and pathways to make very significant changes to what cells can do. Synthetic Biology: A V…
  crossref Jamie A. Davies 2018-07-26T06:20:43Z 置信度 0.70
• Outstanding Issues in Systems and Synthetic Biology
  crossref Pengcheng Fu, Cliff Hooker 2009-09-22T20:46:30Z 置信度 0.70
• Biorisk Management in Synthetic Biology
  crossref Leyma Pérez, De Haro 2024-08-08T18:41:23Z 置信度 0.70
• Design and applications of synthetic information processing circuits in mammalian cells
  Mammalian cells represent a challenge and opportunity for synthetic biology. The toolbox of regulators implemented in mammalian cells includes small molecule- or physical stimulus-responsive elements from bacteria, yeast and plants, and designed nucleic acid b…
  crossref Jan Lonzaric, Tina Fink, Roman Jerala 2017-12-18T10:37:25Z 置信度 0.70
• Synthetic Life: Ethobricks for a New Biology
  crossref Jordi Vallverdú, Claes Gustafsson 2009-09-22T20:46:30Z 置信度 0.70
• Could cells without genomes become the new synthetic biology chassis?
  crossref Konstantinos Vavitsas 2020-04-10T19:19:17Z 置信度 0.70
• Synthetic Biology for Biosafety and Ethics
  crossref Prachi Nawkarkar, Shashi Kumar 2026-05-17T22:18:23Z 置信度 0.70
• Beyond unity: Nurturing diversity in synthetic biology and its publics
  crossref Sacha Loeve 2015-11-26T08:46:42Z 置信度 0.70
• Synthetic Biology: Culture and Bioethical Considerations
  crossref Marcus Dymond 2016-04-07T23:28:32Z 置信度 0.70
• Dealing with the Outer Reaches of Synthetic Biology Biosafety, Biosecurity, IPR, and Ethical Challenges of Chemical Synthetic Biology
  crossref Markus Schmidt, Malcolm Dando, Anna Deplazes 2011-06-21T08:13:02Z 置信度 0.70