We report a method to convert discrete representations of molecules to and from a multidimensional continuous representation. This model allows us to generate new molecules for efficient exploration and optimization through open-ended spaces of chemical compounds. A deep neural network was trained on hundreds of thousands of existing chemical structures to construct three coupled functions:…
ACS Central Science Template
Write in a clean editor, then format for ACS Central Science in one click — DocuGuru applies the official American Chemical Society template with superscript references and exports a submission-ready PDF plus the editable LaTeX source. Free to start.
About the ACS Central Science format
ACS Central Science is a peer-reviewed journal published by American Chemical Society, covering History and advancements in chemistry, Advanced biosensing and bioanalysis techniques, scientometrics and bibliometrics research. Over its lifetime it has published 2,834 papers, which have received 159,087 citations.
| Publisher | American Chemical Society |
|---|---|
| Reference style | Superscript numbered (ACS) Superscript — small raised numerals in the text (1) Smith, A.; Jones, B.; Lee, C. A Representative Article Title. ACS Central Science 2023, 12, 45–58.
Formats any DOI in ACS Central Science style. No sign-up. |
| Publishes research in | History and advancements in chemistry Advanced biosensing and bioanalysis techniques scientometrics and bibliometrics research Academic Writing and Publishing Metal-Organic Frameworks: Synthesis and Applications |
| ISSN | 2374-7943 |
| Citation impact (2-yr) | 8.16 |
| h-index | 189 |
| i10-index | 1,648 |
| Open access | Yes — indexed in DOAJ |
| Top institutions publishing here | Massachusetts Institute of Technology |
| Journal website | pubs.acs.org |
| You get | A submission-ready PDF and the editable LaTeX source — ready to submit. |
Papers published in ACS Central Science per year
Citation impact of ACS Central Science by publication year
Citations each year’s papers have accumulated so far — the most recent years are still building up.
Most-cited papers in ACS Central Science
Carbon dots (CDs), as a new type of carbon-based nanomaterial, have attracted broad research interest for years, because of their diverse physicochemical properties and favorable attributes like good biocompatibility, unique optical properties, low cost, ecofriendliness, abundant functional groups (e.g., amino, hydroxyl, carboxyl), high stability, and electron mobility. In this Outlook, we comprehensively summarize the classification…
Lithium ion batteries as a power source are dominating in portable electronics, penetrating the electric vehicle market, and on the verge of entering the utility market for grid-energy storage. Depending on the application, trade-offs among the various performance parameters-energy, power, cycle life, cost, safety, and environmental impact-are often needed, which are linked to severe materials…
High Resolution Image Download MS PowerPoint Slide In de novo drug design, computational strategies are used to generate novel molecules with good affinity to the desired biological target. In this work, we show that recurrent neural networks can be trained as generative models for molecular structures, similar to statistical language models in natural language processing.…
The past decade has seen a reawakening of solid-state approaches to chemical synthesis, driven by the search for new, cleaner synthetic methodologies. Mechanochemistry, i.e., chemical transformations initiated or sustained by mechanical force, has been advancing particularly rapidly, from a laboratory curiosity to a widely applicable technique that not only enables a cleaner route to chemical…