Digital Discovery

Scope & Guideline

Unlocking Innovation in Computational Methods

Introduction

Immerse yourself in the scholarly insights of Digital Discovery with our comprehensive guidelines detailing its aims and scope. This page is your resource for understanding the journal's thematic priorities. Stay abreast of trending topics currently drawing significant attention and explore declining topics for a full picture of evolving interests. Our selection of highly cited topics and recent high-impact papers is curated within these guidelines to enhance your research impact.
LanguageEnglish
ISSN-
PublisherROYAL SOC CHEMISTRY
Support Open AccessNo
Country-
Type-
Converge-
AbbreviationDIGIT DISCOV / Digit. Discov.
Frequency6 issues/year
Time To First Decision-
Time To Acceptance-
Acceptance Rate-
Home Page-
AddressTHOMAS GRAHAM HOUSE, SCIENCE PARK, MILTON RD, CAMBRIDGE CB4 0WF, CAMBS, ENGLAND

Aims and Scopes

Digital Discovery focuses on the integration of advanced computational techniques with experimental methodologies to accelerate materials discovery and chemical research. The journal emphasizes the use of machine learning, artificial intelligence, and data-driven approaches to enhance understanding and innovation in chemistry and materials science.
  1. Machine Learning and AI in Chemistry:
    The journal showcases the application of machine learning and artificial intelligence techniques for various chemical problems, including property prediction, reaction optimization, and materials design.
  2. Data-Driven Discovery:
    A core focus is on the use of data-driven methodologies to extract insights from experimental and computational datasets, facilitating the discovery and design of new materials and compounds.
  3. Automation and Robotics in Research:
    Digital Discovery highlights advancements in automated systems and robotics for chemical synthesis, analysis, and characterization, aiming to streamline experimental workflows.
  4. Integration of Computational and Experimental Methods:
    The journal promotes research that integrates computational predictions with experimental validation, fostering a comprehensive approach to materials and chemical research.
  5. Emerging Technologies in Materials Science:
    Research on novel technologies such as quantum computing, advanced imaging techniques, and new synthesis methods is emphasized, showcasing their potential impact on materials science.
Recent publications in Digital Discovery reveal a number of trending and emerging themes that reflect the latest advancements in research methodologies and areas of interest within the field.
  1. Hybrid Computational-Experimental Approaches:
    There is a growing trend towards hybrid methodologies that combine computational predictions with experimental validation, reflecting a holistic approach to research challenges in materials science.
  2. Advanced Machine Learning Techniques:
    Emerging machine learning techniques, including deep learning and reinforcement learning, are increasingly being applied to complex chemical problems, indicating a shift towards more sophisticated modeling approaches.
  3. Sustainable and Green Chemistry:
    An increasing focus on sustainable practices and materials is evident, with research aimed at developing eco-friendly synthesis methods and materials that minimize environmental impact.
  4. Automation and Self-Driving Laboratories:
    The concept of self-driving laboratories and automated research platforms is gaining traction, highlighting the movement towards more efficient and high-throughput experimental methodologies.
  5. AI-Driven Materials Discovery:
    The application of AI in discovering new materials and optimizing existing ones is a rapidly growing area, with significant implications for energy storage, catalysis, and other applications.

Declining or Waning

While Digital Discovery continues to explore a wide range of themes, some areas have seen a decline in publication frequency or focus. This shift may reflect evolving research priorities or the maturation of certain methodologies.
  1. Traditional Synthetic Methods:
    There has been a noticeable decrease in publications focused on traditional synthetic methods as the field shifts towards more automated and data-driven approaches.
  2. Basic Theoretical Chemistry:
    Theoretical explorations that do not integrate computational techniques with applied problems have seen a reduction, as the journal emphasizes practical applications over purely theoretical studies.
  3. Non-AI-Based Predictive Models:
    Research relying on conventional predictive models without machine learning or AI components is becoming less prominent, possibly due to the advantages offered by newer methodologies.
  4. Static Data Analysis:
    Papers focusing solely on static data analysis without dynamic, automated, or predictive elements are less frequent, indicating a shift towards more interactive and adaptive research methodologies.

Similar Journals

Molecular Informatics

Empowering Interdisciplinary Collaboration in Molecular Informatics
Publisher: WILEY-V C H VERLAG GMBHISSN: 1868-1743Frequency: 12 issues/year

Molecular Informatics is a prestigious journal published by WILEY-V C H VERLAG GMBH, dedicated to advancing the fields of computational analysis and molecular modeling. As a key resource in the realms of Computer Science Applications, Drug Discovery, Molecular Medicine, Organic Chemistry, and Structural Biology, this journal is recognized for its significant contributions and is ranked in the Q2 and Q3 categories across multiple disciplines, positioning it among the leading journals for researchers and academics. With an impressive track record since its inception in 2010 and converging its contributions until 2024, Molecular Informatics aims to bridge the gap between computational techniques and biological applications, promoting interdisciplinary collaboration and innovation. Accessible to a global audience, the journal reflects a commitment to advancing science through open access options, making cutting-edge research available to students, professionals, and decision-makers alike. This journal serves as an indispensable platform for disseminating high-quality research and fostering the development of new theoretical and practical frameworks in molecular informatics.

BMC Chemistry

Exploring the Frontiers of Chemistry Research
Publisher: BMCISSN: Frequency: 1 issue/year

BMC Chemistry, published by BMC, is a reputable open access journal that has made significant strides since its inception in 2019. Operating under e-ISSN 2661-801X, this journal is dedicated to advancing the field of general chemistry by promoting high-quality research across various sub-disciplines. Headquartered in the United Kingdom, BMC Chemistry boasts a commendable impact factor and is classified in Q2 within the prestigious field of Chemistry (miscellaneous) according to the 2023 category quartiles. The journal's Scopus ranking places it at #139 out of 408 in its category, highlighting its growing relevance and influence in the academic community, with a commendable 66th percentile standing. With a commitment to open access, BMC Chemistry ensures that groundbreaking discoveries and innovative research are available to a global audience, fostering collaboration and development in chemistry. Researchers, professionals, and students alike will find this journal to be an invaluable resource for disseminating knowledge and driving scientific advancement.

INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH

Connecting Theory and Practice in Chemical Innovation
Publisher: AMER CHEMICAL SOCISSN: 0888-5885Frequency: 51 issues/year

INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH, published by the American Chemical Society, is a pivotal journal that disseminates high-quality research in the fields of Chemical Engineering, Chemistry, and Industrial and Manufacturing Engineering. With an impressive impact factor, this journal ranks in the top quartile (Q1) across multiple categories, reflecting its significance and influence within the scientific community. Since its inception in 1987, IECR has provided a platform for researchers, professionals, and students to publish innovative findings that advance the understanding and application of engineering chemistry. Though it operates under a subscription model, the journal continues to foster collaboration within the field, inviting contributions that span theoretical advancements, experimental studies, and practical applications. Whether you are engaged in academia or industry, IECR serves as a vital resource for staying abreast of the latest developments in chemical and engineering research.

Journal of Computer Chemistry-Japan

Pioneering New Paths in Molecular Modeling and Drug Discovery
Publisher: SOC COMPUTER CHEMISTRY, JAPANISSN: 1347-1767Frequency: 6 issues/year

Journal of Computer Chemistry-Japan, published by SOC COMPUTER CHEMISTRY, JAPAN, is a dedicated platform for researchers and professionals in the interdisciplinary fields of computational chemistry and chemical informatics. Though the journal does not currently provide open access, it maintains a rigorous selection process for contributions, ensuring the publication of high-quality, peer-reviewed research. With a focus on advancing computational methods and techniques to solve complex chemical problems, the journal aims to bridge the gap between theoretical chemistry and practical applications, making it an invaluable resource for academics and industry professionals alike. As the complexity of chemical systems continues to rise, the relevance of computational approaches in material science, drug discovery, and molecular modeling has never been more critical. Researchers are encouraged to engage with the contents of this journal, which showcases innovative studies, methodologies, and discussions relevant to the evolving landscape of computer-aided chemistry.

JOURNAL OF COMPUTING AND INFORMATION SCIENCE IN ENGINEERING

Driving Innovation through Cutting-Edge Research and Insights
Publisher: ASMEISSN: 1530-9827Frequency: 4 issues/year

Welcome to the JOURNAL OF COMPUTING AND INFORMATION SCIENCE IN ENGINEERING, a premier publication from ASME that focuses on the dynamic intersection of computing and engineering disciplines. With an ISSN of 1530-9827 and E-ISSN 1944-7078, this journal serves as a critical platform for disseminating innovative research and advancements in areas such as Computer Graphics, Computer-Aided Design, Software Engineering, and Industrial Manufacturing. The journal spans from 2001 to 2024 and has been recognized for its excellence, boasting impressive Scopus rankings including Q1 in Industrial and Manufacturing Engineering and Q2 in both Computer Graphics and Computer Science Applications. It offers a unique opportunity for researchers, professionals, and students to engage with high-impact studies and present their contributions to a diverse audience. As a member of the esteemed ASME family, this journal promotes open dialogue and fosters the growth of knowledge in technical fields, while emphasizing practical applications and interdisciplinary collaboration. Join us in exploring the forefront of computing and engineering through rigorous research and insightful articles that drive innovation and progress.

SmartMat

Unlocking the Potential of Smart Materials for Global Impact.
Publisher: WILEYISSN: 2766-8525Frequency: 4 issues/year

SmartMat is a cutting-edge, peer-reviewed academic journal published by WILEY, dedicated to the fields of Chemistry, Materials Science, and Mechanics of Materials. Launched in 2020, this Open Access journal aims to disseminate high-quality research and innovative findings that bridge these interdisciplinary areas. With an impressive impact factor reflecting its strong scholarly influence, SmartMat currently holds the prestigious Q1 category ranking in key domains such as Chemistry (miscellaneous), Materials Science (miscellaneous), and Mechanics of Materials, underscoring its relevance and importance in advancing material research. The journal is ranked among the top in its fields on Scopus, with 98th and 97th percentiles for Engineering and Chemistry rankings, respectively. Researchers, professionals, and students looking for a platform to share advancements in smart materials and their applications are encouraged to explore the wide-ranging access options available, enhancing visibility and engagement with global scientific communities.

Chemical Science

Delivering Cutting-Edge Chemistry to the World
Publisher: ROYAL SOC CHEMISTRYISSN: 2041-6520Frequency: 48 issues/year

Chemical Science, published by the esteemed Royal Society of Chemistry, is a leading open-access journal that has been a pivotal platform for disseminating high-quality research in the field of chemistry since its inception in 2010. With an impressive Impact Factor and ranked in the Q1 category of Chemistry (miscellaneous) and holding a distinguished rank of #34 out of 408 in General Chemistry according to Scopus, it is widely recognized for its rigorous peer-review process and innovative contributions to the discipline. The journal embraces a global readership by providing an open-access model since 2015, thereby making vital scientific advancements accessible to researchers, professionals, and students alike. Covering various branches of chemistry, Chemical Science aims to publish original research articles, reviews, and communications that advance our understanding and application of chemical sciences. With its commitment to excellence and its continued relevance in a rapidly evolving field, Chemical Science is an indispensable resource for anyone engaged in chemistry research and education.

ARCHIVES OF COMPUTATIONAL METHODS IN ENGINEERING

Advancing Computational Solutions for Engineering Excellence.
Publisher: SPRINGERISSN: 1134-3060Frequency: 5 issues/year

ARCHIVES OF COMPUTATIONAL METHODS IN ENGINEERING, published by SPRINGER, is a premier journal dedicated to advancing the fields of applied mathematics and computer science applications. With an impressive impact factor and a distinguished ranking of #5/635 in Applied Mathematics and #19/817 in Computer Science Applications as of 2023, this journal stands in the upper echelon of academic literature, evidenced by its classification in the Q1 category. Established in 1994 and running through to 2024, the journal serves as a vital platform for the dissemination of research that utilizes computational methods to solve complex engineering problems. Researchers, professionals, and students alike benefit from its rigorous peer-review process and high-quality articles, fostering innovation and collaboration within the computational engineering community. Although it does not offer Open Access, its insights are invaluable for those looking to stay at the forefront of engineering methodologies and computational advancements.

ACS Omega

Catalyzing Collaboration for Global Scientific Progress.
Publisher: AMER CHEMICAL SOCISSN: 2470-1343Frequency: 12 issues/year

ACS Omega is a prominent open-access journal published by the American Chemical Society that has been serving the global research community since its inception in 2016. With ISSN 2470-1343, it focuses on a wide array of topics within the realm of Chemistry and Chemical Engineering, making it a crucial platform for researchers and practitioners aiming to disseminate significant findings across these disciplines. The journal maintains an impressive standing, ranking in the Q2 quartile for both Chemical Engineering and Chemistry categories, highlighting its impact and relevance in contemporary research. Additionally, with its Scopus ranks placing it within the top 24% and 27% of General Chemistry and General Chemical Engineering respectively, ACS Omega continues to foster innovation and facilitate collaboration among scientists. As an Open Access journal, it ensures that research outputs are freely available to all, enhancing the accessibility and visibility of contributors’ work, thus playing a critical role in advancing scientific knowledge globally from its headquarters in Washington, D.C.

JOURNAL OF CHEMICAL RESEARCH

Pioneering Insights in Chemical Research.
Publisher: SAGE PUBLICATIONS LTDISSN: 1747-5198Frequency: 12 issues/year

JOURNAL OF CHEMICAL RESEARCH, published by SAGE PUBLICATIONS LTD, serves as a pivotal platform for scholars and practitioners in the field of Chemistry. With its ISSN 1747-5198 and E-ISSN 2047-6507, this journal has established itself as a reliable source of innovative research since its inception in 2000. The journal's comprehensive scope encompasses various facets of chemical research, providing a broad spectrum of articles that foster scientific advancement and technological innovation. Ranked in the Q3 tier of miscellaneous chemistry journals in 2023, with a Scopus rank of #246 out of 408, it represents a solid outlet for emerging and established researchers alike. Although currently not an open-access journal, its rigorous peer-review process ensures that only high-quality studies are published, catering to the academic and professional community's demand for credible and impactful findings. Positioned in the vibrant research landscape of the United Kingdom, the JOURNAL OF CHEMICAL RESEARCH is dedicated to expanding the frontiers of chemical sciences and is an essential resource for anyone committed to advancing this dynamic field.