JCIM & JCTC Journals @JCIM_JCTC
Tweets from Journal of Chemical Information and Modeling (JCIM) and Journal of Chemical Theory and Computation (JCTC) from @ACSPublications pubs.acs.org Washington, DC Joined February 2015-
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MIST-CF: Chemical Formula Inference from Tandem Mass Spectra pubs.acs.org/doi/10.1021/ac… @samgoldman19 @cwcoley #JCIM Vol64 Issue7 #MachineLearning #DeepLearning
👉 Open Call for Papers: Applications of Free-Energy Calculations to Biomolecular Processes Take this opportunity to submit your work to a Virtual Special Issue from #JCIM @JCIM_JCTC and The Journal of Physical Chemistry B by Jul 31. 🔗 Learn more: go.acs.org/98q
PLPCA: Persistent Laplacian-Enhanced PCA for Microarray Data Analysis pubs.acs.org/doi/10.1021/ac… #JCIM Vol64 Issue7 #MachineLearning #DeepLearning
COSMIC: Molecular Conformation Space Modeling in Internal Coordinates with an Adversarial Framework インシリコさん色々やってる pubs.acs.org/doi/10.1021/ac…
Our new paper from @InSilicoMeds on neural conformation generation at @JCIM_JCTC “COSMIC: Molecular Conformation Space Modeling in Internal Coordinates with an Adversarial Framework” Paper: pubs.acs.org/doi/full/10.10… Code: github.com/insilicomedici…
Call for Papers: #JCIM is accepting submissions on the topic of 🔬 Editing DNA and RNA through #Computations 🔎 Learn more about the scope of this collection and submit your manuscript by Aug 1, 2024: go.acs.org/98j
AMPpred-MFA: An Interpretable Antimicrobial Peptide Predictor with a Stacking Architecture, Multiple Features, and Multihead Attention pubs.acs.org/doi/10.1021/ac… #JCIM Vol64 Issue7 #MachineLearning #DeepLearning
Explainable Graph Neural Networks with Data Augmentation for Predicting pKa of C–H Acids pubs.acs.org/doi/10.1021/ac… #JCIM Vol64 Issue7 #MachineLearning #DeepLearning
Ever wondered if water molecules can traverse through passages much narrower than commonly accepted water molecule radius of 1.4 Å ? Turns out they can. Some super interesting results from our lab headed by Prof. @JanBrezovsky1 doi.org/10.1021/acs.jc… (Open-Access) @JCIM_JCTC
BrainPepPass: A Framework Based on Supervised Dimensionality Reduction for Predicting Blood-Brain Barrier-Penetrating Peptides pubs.acs.org/doi/10.1021/ac… @ewerlopes @EWynendaele @anderson_limaaa @BartSpiegeleer #JCIM Vol64 Issue7 #MachineLearning #DeepLearning
MetalHawk: Enhanced Classification of Metal Coordination Geometries by Artificial Neural Networks pubs.acs.org/doi/10.1021/ac… @Angela_Lomb #JCIM Vol64 Issue7 #MachineLearning #DeepLearning
De Novo Generation of Chemical Structures of Inhibitor and Activator Candidates for Therapeutic Target Proteins by a Transformer-Based Variational Autoencoder and Bayesian Optimization pubs.acs.org/doi/10.1021/ac… @YoshihiroYamani #JCIM Vol64 Issue7 #MachineLearning #DeepLearning
MELLODDY: Cross-pharma Federated Learning at Unprecedented Scale Unlocks Benefits in QSAR without Compromising Proprietary Information pubs.acs.org/doi/10.1021/ac… @lew_mervin @TobiasMorawietz @friedo91 @floxedwagen @pschmidtke ... #JCIM Vol64 Issue7 #MachineLearning #DeepLearning
graphLambda: Fusion Graph Neural Networks for Binding Affinity Prediction #VirtualSceening pubs.acs.org/doi/10.1021/ac… @GAITHMKAWASS #JCIM Vol64 Issue7 #MachineLearning #DeepLearning
#HighlightOfTheWeek Generation of cholesterol using a diffusion-based generative model. #compchem pubs.acs.org/doi/10.1021/ac…
Short-time Infrequent Metadynamics (ST-iMetaD) is now published in JCTC @JCIM_JCTC, Wooohooo! doi.org/10.1021/acs.jc… Very proud of this one 😁 Congratulations @OfirBlumer! Colab w/ Shlomi Reuveni 👑 @chemistrytau @BioSoftTAU But wait, there is more to come this year 😉
📗 #PublicationsOfTheWeek: "Mechanical Stability and Unfolding Pathways of Parallel Tetrameric G-Quadruplexes Probed by Pulling Simulations" in @JCIM_JCTC See more ➡️ pubs.acs.org/doi/10.1021/ac… #CEITECScience
A Comparative Analysis of Data Synthesis Techniques to Improve Classification Accuracy of Raman Spectroscopy Data pubs.acs.org/doi/10.1021/ac… @aaron_flano @frankglavin #JCIM Vol64 Issue7 #MachineLearning #DeepLearning
📢 Call for Papers: Applications of Free-Energy Calculations to Biomolecular Processes Submit your work to this joint Virtual Special Issue from #JCIM @JCIM_JCTC and The Journal of Physical Chemistry B by Jul 31. Learn more: go.acs.org/94n
Deep-Cloud: A Deep Neural Network-Based Approach for Analyzing Differentially Expressed Genes of RNA-seq Data pubs.acs.org/doi/10.1021/ac… #JCIM Vol64 Issue7 #MachineLearning #DeepLearning
Andrew White crow/acc @andrewwhite01
20K Followers 2K Following Head of Sci/cofounder @FutureHouseSF. Prof of chem eng @UofR (on sabbatical). Automating science with AI and robots, starting with bio.Jan Jensen @janhjensen
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5K Followers 381 Following cheminformatics, machine learning, drug discovery, opinionsOlexandr Isayev 🇺�.. @olexandr
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12K Followers 3K Following Scientist, Assistant Professor @MITBiology, #FirstGen, ProteinBERTologistFrancesca Grisoni @fra_grisoni
4K Followers 995 Following Assistant Prof, #AI for drug discovery | Leading @molecularML | @TUeindhoven and @ICMStue | Previously @ETH & @unimib | she/her 🏳️🌈Marco De Vivo @devivo_marco
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13K Followers 2K Following Protein and coffee lover, father of two, professor of biophysics and sudo scientist at the #LinderstrømLang Centre for Protein Science 🇩🇰 Same usr @ 🦋Frank Noe @FrankNoeBerlin
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4K Followers 2 Following New papers in J. Chem. Theory Comput. (not affiliated with ACS)Ariane Nunes Alves @anunesalves
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16K Followers 5K Following Senior Researcher in BioML @MSFTResearch (@MSRNE). He/him/他. 🇹🇼Sergey Ovchinnikov �.. @sokrypton
12K Followers 3K Following Scientist, Assistant Professor @MITBiology, #FirstGen, ProteinBERTologistFrancesca Grisoni @fra_grisoni
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29K Followers 1K Following Editors of JPC L, JPC A, JPC B, & JPC C sharing physical chemistry research articles, analysis, news, & more—Part of the @ACSPublications portfolio of journalsSyma Khalid @ProfSyK
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116 Followers 283 Following Group leader of Computational Chemistry and Biology. Theoretical Catalysis, Rational Molecular Design, Machine LearningViktor Zaverkin 🇺�.. @ViktorZaverkin
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150 Followers 441 Following Teaching Fellow | @kclchemistry | computational chemistEuChemS @EuChemS
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243 Followers 747 Following Assistant Professor of Chemistry, Tufts UniversityTheofanis Karaletsos @Tkaraletsos
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647 Followers 808 Following Wave enthusiast, Associate Professor @UNCCharlotte, he/his/him, views are my own.Benjamin Patrick Brow.. @bpbrown17
86 Followers 103 Following Assistant Professor at Vanderbilt University. Highly interested in translational research at the atomic level. I mostly do simulation stuff.drug hunter @drughuntersite
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344 Followers 519 Following Computational Chemist, Interested in Natural Science and AI, Copenhagen | Vienna | Odense | UppsalaSameer Varma @Varma_TCBgroup
147 Followers 76 Following Theoretical and computational biophysics group of Prof. Sameer Varma - force fields, machine learning, stat mech, QM & MM applications to biomolecular functionBiocomputing group @BiocomputingCMS
268 Followers 123 Following Computer simulations to study biological problems | State-of-the-art computational models: lipids + membrane proteins @UCalgaryStevan Armaković @armakov
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269 Followers 238 Following Modelling Chemical Processes in Biological Environments - Universitat de ValènciaMolecularEngineering @MolecularEngine
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909 Followers 348 Following Interested in biomolecular simulations and machine learning of soft matter and biomolecules. Prof at Heidelberg UniversityAndrew Ferguson @FergLab
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371 Followers 251 Following Münster | Scientist | Computer-Aided Drug Design | GPCRs | In-Silico PharmacologyMatt Thompson @mwt_dev
190 Followers 236 Following Senior RSE @openforcefield / @openmsf views my own👉 Open Call for Papers: Applications of Free-Energy Calculations to Biomolecular Processes Take this opportunity to submit your work to a Virtual Special Issue from #JCIM @JCIM_JCTC and The Journal of Physical Chemistry B by Jul 31. 🔗 Learn more: go.acs.org/98q
COSMIC: Molecular Conformation Space Modeling in Internal Coordinates with an Adversarial Framework インシリコさん色々やってる pubs.acs.org/doi/10.1021/ac…
Our new paper from @InSilicoMeds on neural conformation generation at @JCIM_JCTC “COSMIC: Molecular Conformation Space Modeling in Internal Coordinates with an Adversarial Framework” Paper: pubs.acs.org/doi/full/10.10… Code: github.com/insilicomedici…
@XingWangGroup 's recent publication on machine learning for aptamer prediction.
APIPred: An XGBoost-Based Method for Predicting Aptamer–Protein Interactions #Aptamer #Docking pubs.acs.org/doi/10.1021/ac… @XingWangGroup @AbhisekDwivedy #JCIM Vol64 Issue7 #MachineLearning #DeepLearning
Wow esto es genial!
MELLODDY: Cross-pharma Federated Learning at Unprecedented Scale Unlocks Benefits in QSAR without Compromising Proprietary Information pubs.acs.org/doi/10.1021/ac… @lew_mervin @TobiasMorawietz @friedo91 @floxedwagen @pschmidtke ... #JCIM Vol64 Issue7 #MachineLearning #DeepLearning
@AaftaabSethi @JCIM_JCTC Fancy figure of wandering water by @carseq
Ever wondered if water molecules can traverse through passages much narrower than commonly accepted water molecule radius of 1.4 Å ? Turns out they can. Some super interesting results from our lab headed by Prof. @JanBrezovsky1 doi.org/10.1021/acs.jc… (Open-Access) @JCIM_JCTC
@kamerlinlab @JCIM_JCTC @OfirBlumer @chemistrytau @BioSoftTAU Thank you, Lynn!
@barak_hirshberg @JCIM_JCTC @OfirBlumer @chemistrytau @BioSoftTAU This is super cool!
Check out our latest perspective paper on JCIM (pubs.acs.org/doi/10.1021/ac…). We have reviewed recent works on using different representations of chemical reactions to build ML models. We hope more researchers will delve into reaction pretraining.
@gklambauer nice work! you might be interested in something we did recently pubs.acs.org/doi/abs/10.102… github.com/tiwarylab/grasp
Great Work! Regression-Based Active Learning for Accessible Acceleration of Ultra-Large Library Docking | Journal of Chemical Information and Modeling pubs.acs.org/doi/full/10.10… @egor__marin
Congratulations to our students Katarzyna Kapuścińska, Zofia Dukała, Mekhola Doha and Eman Ansari for publishing an article in the Journal of Chemical Information and Modeling. Extended congratulations to their supervisor Muhamed Amin @UCGroningen 👇🏽👏🏽 pubs.acs.org/doi/10.1021/ac…
graphLambda: Fusion Graph Neural Networks for Binding Affinity Prediction #VirtualSceening pubs.acs.org/doi/10.1021/ac… @GAITHMKAWASS #JCIM Vol64 Issue7 #MachineLearning #DeepLearning
De Novo Generation of Chemical Structures of Inhibitor and Activator Candidates for Therapeutic Target Proteins by a Transformer-Based Variational Autoencoder and Bayesian Optimization pubs.acs.org/doi/10.1021/ac… @YoshihiroYamani #JCIM Vol64 Issue7 #MachineLearning #DeepLearning
After 3 years since #Martini3's publication, it's time to assess the current state of the #Protein model, scrutinized by the molecular modeling community. Take a look in the pre-proof of this mini-review just published in @BBAjournals: sciencedirect.com/science/articl…
#compchem Good read: 100 Years of the Lennard-Jones Potential doi.org/10.1021/acs.jc…
@JCIM_JCTC very cool but thats a penicillin, not cholesterol!