thumbnail

Springer Science and Business Media LLC

SCOPUS (2009-2025)SCIE-ISI

 

  1758-2946

 

 

Cơ quản chủ quản:  BMC , Chemistry Central

Lĩnh vực:
Physical and Theoretical ChemistryComputer Science ApplicationsLibrary and Information SciencesComputer Graphics and Computer-Aided Design

Phân tích ảnh hưởng

Các bài báo tiêu biểu

ClassyFire: automated chemical classification with a comprehensive, computable taxonomy
Tập 8 Số 1 - 2016
Yannick Djoumbou-Feunang, Roman Eisner, Craig Knox, Leonid Chepelev, Janna Hastings, Gareth Owen, Eoin Fahy, Christoph Steinbeck, Shankar Subramanian, Evan Bolton, Russell Greiner, David S. Wishart
Organization of GC/MS and LC/MS metabolomics data into chemical libraries
Tập 2 Số 1 - 2010
Corey D. DeHaven, Anne M. Evans, Hongping Dai, Kay A. Lawton
InChI, the IUPAC International Chemical Identifier
Tập 7 Số 1 - 2015
Stephen R. Heller, Alan D. Mcnaught, I. V. Pletnev, Stephen E. Stein, Dmitrii V. Tchekhovskoi
ChemDes: an integrated web-based platform for molecular descriptor and fingerprint computation
Tập 7 Số 1 - 2015
Jie Dong, Dong−Sheng Cao, Hongyu Miao, Lei Shao, Baichuan Deng, Yong‐Huan Yun, Ningning Wang, Aiping Lü, Wenbin Zeng, Alex F. Chen
COCONUT online: Collection of Open Natural Products database
- 2021
Maria Sorokina, Peter Merseburger, Kohulan Rajan, Mehmet Aziz Yirik, Christoph Steinbeck
AbstractNatural products (NPs) are small molecules produced by living organisms with potential applications in pharmacology and other industries as many of them are bioactive. This potential raised great interest in NP research around the world and in different application fields, therefore, over the years a multiplication of generalistic and thematic NP databases has been observed. However, there... hiện toàn bộ
Towards a Universal SMILES representation - A standard method to generate canonical SMILES based on the InChI
- 2012
Noel M. O’Boyle
Abstract Background There are two line notations of chemical structures that have established themselves in the field: the SMILES string and the InChI string. The InChI aims to provide a unique, or canonical, identifier for chemical structures, while SMILES strings are widely used for storage and interchange of chemical structures, but no standard exists to generate a canonical SMILES string. Resu... hiện toàn bộ
Transformer-CNN: Swiss knife for QSAR modeling and interpretation
- 2020
Pavel Karpov, Guillaume Godin, Igor V. Tetko
AbstractWe present SMILES-embeddings derived from the internal encoder state of a Transformer [1] model trained to canonize SMILES as a Seq2Seq problem. Using a CharNN [2] architecture upon the embeddings results in higher quality interpretable QSAR/QSPR models on diverse benchmark datasets including regression and classification tasks. The proposed Transformer-CNN method uses SMILES augmentation ... hiện toàn bộ
Data governance in predictive toxicology: A review
Tập 3 - Trang 1-16 - 2011
Xin Fu, Anna Wojak, Daniel Neagu, Mick Ridley, Kim Travis
Due to recent advances in data storage and sharing for further data processing in predictive toxicology, there is an increasing need for flexible data representations, secure and consistent data curation and automated data quality checking. Toxicity prediction involves multidisciplinary data. There are hundreds of collections of chemical, biological and toxicological data that are widely dispersed... hiện toàn bộ
Towards reproducible computational drug discovery
- 2020
Nalini Schaduangrat, Samuel Lampa, Saw Simeon, M. Paul Gleeson, Ola Spjuth, Chanin Nantasenamat
AbstractThe reproducibility of experiments has been a long standing impediment for further scientific progress. Computational methods have been instrumental in drug discovery efforts owing to its multifaceted utilization for data collection, pre-processing, analysis and inference. This article provides an in-depth coverage on the reproducibility of computational drug discovery. This review explore... hiện toàn bộ