https://www.alvascience.com/
#QSAR #cheminformatics #machinelearning #moleculardescriptors #compchem
Our biggest update yet brings:
✅ Decision Tree & Random Forest models
✅ AUROC, F1 Score, MCC, CI plots
✅ Radar plots, ROC & PR curves
✅ New interface for model comparison
✅ External prediction without alvaRunner
V total size WHIM index has been described in "New molecular descriptors..." doi.org/10.1002/cem.... and "The Whim Theory..." doi.org/10.1080/1062...
Check #alvaDesc at: alvascience.com/alvadesc/
V total size WHIM index has been described in "New molecular descriptors..." doi.org/10.1002/cem.... and "The Whim Theory..." doi.org/10.1080/1062...
Check #alvaDesc at: alvascience.com/alvadesc/
D total accessibility WHIM index has been described in "New molecular descriptors..." doi.org/10.1002/cem.... and "The Whim Theory..." doi.org/10.1080/1062...
Check #alvaDesc at: alvascience.com/alvadesc/
D total accessibility WHIM index has been described in "New molecular descriptors..." doi.org/10.1002/cem.... and "The Whim Theory..." doi.org/10.1080/1062...
Check #alvaDesc at: alvascience.com/alvadesc/
Lee et al. quantified migration of 10 phthalate & non-phthalate plasticizers from PVC into artificial saliva and sweat.
Using molecular descriptors from #alvaDesc to predict migration behavior.
🔗 Paper: doi.org/10.1016/j.sc...
Lee et al. quantified migration of 10 phthalate & non-phthalate plasticizers from PVC into artificial saliva and sweat.
Using molecular descriptors from #alvaDesc to predict migration behavior.
🔗 Paper: doi.org/10.1016/j.sc...
The chapter "alvaDesc: A Tool to Calculate and Analyze Molecular Descriptors and Fingerprints" doi.org/10.1007/978-... has now been cited over 300 times.
In total, alvaDesc is cited in 600+ scientific papers and book chapters.
The chapter "alvaDesc: A Tool to Calculate and Analyze Molecular Descriptors and Fingerprints" doi.org/10.1007/978-... has now been cited over 300 times.
In total, alvaDesc is cited in 600+ scientific papers and book chapters.
K global shape WHIM index has been described in "New molecular descriptors..." doi.org/10.1002/cem.... and "The Whim Theory..." doi.org/10.1080/1062...
Check #alvaDesc at: alvascience.com/alvadesc/
K global shape WHIM index has been described in "New molecular descriptors..." doi.org/10.1002/cem.... and "The Whim Theory..." doi.org/10.1080/1062...
Check #alvaDesc at: alvascience.com/alvadesc/
The hands-on session will cover key features, tips, and practical exercises for molecular descriptor calculation.
🔗 Details affinity-science.com/news_2025103...
#Cheminformatics #QSAR #chemsky
The hands-on session will cover key features, tips, and practical exercises for molecular descriptor calculation.
🔗 Details affinity-science.com/news_2025103...
#Cheminformatics #QSAR #chemsky
Achiral descriptors were calculated with #alvaDesc.
🔗 doi.org/10.1016/j.jc...
➡️ alvascience.com/alvadesc/
#QSAR #Cheminformatics #Chromatography #ChiralRecognition
Achiral descriptors were calculated with #alvaDesc.
🔗 doi.org/10.1016/j.jc...
➡️ alvascience.com/alvadesc/
#QSAR #Cheminformatics #Chromatography #ChiralRecognition
Total symmetry WHIM index has been described in "New molecular descriptors..." doi.org/10.1002/cem.... and "The Whim Theory..." doi.org/10.1080/1062...
Check #alvaDesc at: alvascience.com/alvadesc/
Total symmetry WHIM index has been described in "New molecular descriptors..." doi.org/10.1002/cem.... and "The Whim Theory..." doi.org/10.1080/1062...
Check #alvaDesc at: alvascience.com/alvadesc/
“A” Total size WHIM index has been described in "New molecular descriptors..." doi.org/10.1002/cem.... and "The Whim Theory..." doi.org/10.1080/1062...
Check #alvaDesc at: alvascience.com/alvadesc/
“A” Total size WHIM index has been described in "New molecular descriptors..." doi.org/10.1002/cem.... and "The Whim Theory..." doi.org/10.1080/1062...
Check #alvaDesc at: alvascience.com/alvadesc/
Our biggest update yet brings:
✅ Decision Tree & Random Forest models
✅ AUROC, F1 Score, MCC, CI plots
✅ Radar plots, ROC & PR curves
✅ New interface for model comparison
✅ External prediction without alvaRunner
Our biggest update yet brings:
✅ Decision Tree & Random Forest models
✅ AUROC, F1 Score, MCC, CI plots
✅ Radar plots, ROC & PR curves
✅ New interface for model comparison
✅ External prediction without alvaRunner
The Bioconcentration Factor (BCF) #QSAR model predicts the log(BCF) of chemicals in aquatic organisms, a key step in assessing bioaccumulation and environmental risk under OECD REACH.
🔗 alvascience.com/alva/qsar/
#Cheminformatics #chemsky
The Bioconcentration Factor (BCF) #QSAR model predicts the log(BCF) of chemicals in aquatic organisms, a key step in assessing bioaccumulation and environmental risk under OECD REACH.
🔗 alvascience.com/alva/qsar/
#Cheminformatics #chemsky
🔹 alvaDesc was used to calculate molecular descriptors, supporting mechanistic understanding and predictive accuracy.
🔹 alvaDesc was used to calculate molecular descriptors, supporting mechanistic understanding and predictive accuracy.
Total size WHIM index has been described in "New molecular descriptors..." doi.org/10.1002/cem.... and "The Whim Theory..." doi.org/10.1080/1062...
Check #alvaDesc at: alvascience.com/alvadesc/
Total size WHIM index has been described in "New molecular descriptors..." doi.org/10.1002/cem.... and "The Whim Theory..." doi.org/10.1080/1062...
Check #alvaDesc at: alvascience.com/alvadesc/
Using alvaDesc molecular descriptors, the stacked model achieved R² = 0.71 and Q² = 0.80.
📄 doi.org/10.1016/j.to...
#QSAR #Ecotoxicology
Using alvaDesc molecular descriptors, the stacked model achieved R² = 0.71 and Q² = 0.80.
📄 doi.org/10.1016/j.to...
#QSAR #Ecotoxicology
Accessibility directional WHIM index has been described in "New molecular descriptors..." doi.org/10.1002/cem....
Check #alvaDesc at: alvascience.com/alvadesc/
Accessibility directional WHIM index has been described in "New molecular descriptors..." doi.org/10.1002/cem....
Check #alvaDesc at: alvascience.com/alvadesc/
Symmetry directional WHIM index has been described in "New molecular descriptors..." doi.org/10.1002/cem.... and "The Whim Theory..." doi.org/10.1080/1062...
Check #alvaDesc at: alvascience.com/alvadesc/
Symmetry directional WHIM index has been described in "New molecular descriptors..." doi.org/10.1002/cem.... and "The Whim Theory..." doi.org/10.1080/1062...
Check #alvaDesc at: alvascience.com/alvadesc/
📄 doi.org/10.1016/j.jm...
🔗 alvascience.com
#Cheminformatics #MachineLearning #QSPR #DrugDiscovery
📄 doi.org/10.1016/j.jm...
🔗 alvascience.com
#Cheminformatics #MachineLearning #QSPR #DrugDiscovery
Shape directional WHIM index has been described in "New molecular descriptors..." doi.org/10.1002/cem.... and "The Whim Theory..." doi.org/10.1080/1062...
Check #alvaDesc at: alvascience.com/alvadesc/
Shape directional WHIM index has been described in "New molecular descriptors..." doi.org/10.1002/cem.... and "The Whim Theory..." doi.org/10.1080/1062...
Check #alvaDesc at: alvascience.com/alvadesc/
ANN achieved R² > 0.9 using DFT- and MD-derived features.
📄 doi.org/10.1016/j.ri...
🔗 alvascience.com/alvadesc/
#Cheminformatics #MachineLearning #InSilico
ANN achieved R² > 0.9 using DFT- and MD-derived features.
📄 doi.org/10.1016/j.ri...
🔗 alvascience.com/alvadesc/
#Cheminformatics #MachineLearning #InSilico
Watch how to access it for alvaDesc (same for all tools):
🎬 youtube.com/watch?v=haGK...
#alvaDesc #QSAR #cheminformatics #documentation #chemsky
Watch how to access it for alvaDesc (same for all tools):
🎬 youtube.com/watch?v=haGK...
#alvaDesc #QSAR #cheminformatics #documentation #chemsky
Size directional WHIM index has been described in "New molecular descriptors..." doi.org/10.1002/cem.... and "The Whim Theory..." doi.org/10.1080/1062...
Check #alvaDesc at: alvascience.com/alvadesc/
Size directional WHIM index has been described in "New molecular descriptors..." doi.org/10.1002/cem.... and "The Whim Theory..." doi.org/10.1080/1062...
Check #alvaDesc at: alvascience.com/alvadesc/
3D-MoRSE descriptors have been proposed in "The Coding of the Three-Dimensional Structure of Molecules by Molecular..." via @pubs.acs.org
doi.org/10.1021/ci95...
Check #alvaDesc at: alvascience.com/alvadesc/
3D-MoRSE descriptors have been proposed in "The Coding of the Three-Dimensional Structure of Molecules by Molecular..." via @pubs.acs.org
doi.org/10.1021/ci95...
Check #alvaDesc at: alvascience.com/alvadesc/
Descriptors from #alvaDesc enabled robust and interpretable models.
📄 doi.org/10.1016/j.in...
🔗 alvascience.com/alvadesc/
#QSAR #Cheminformatics #DrugSafety #InSilico #chemsky
Descriptors from #alvaDesc enabled robust and interpretable models.
📄 doi.org/10.1016/j.in...
🔗 alvascience.com/alvadesc/
#QSAR #Cheminformatics #DrugSafety #InSilico #chemsky
RDF descriptors have been proposed in "Deriving the 3D structure of organic molecules from their infrared spectra" doi.org/10.1016/S092...
Check #alvaDesc at: alvascience.com/alvadesc/
RDF descriptors have been proposed in "Deriving the 3D structure of organic molecules from their infrared spectra" doi.org/10.1016/S092...
Check #alvaDesc at: alvascience.com/alvadesc/
The Daphnia magna LC₅₀ (48 h) models provide a quantitative structure–activity relationship (QSAR) approach to predict acute aquatic toxicity according to OECD REACH Code 9.1.1.
Try it out at: alvascience.com/alva/qsar/
The Daphnia magna LC₅₀ (48 h) models provide a quantitative structure–activity relationship (QSAR) approach to predict acute aquatic toxicity according to OECD REACH Code 9.1.1.
Try it out at: alvascience.com/alva/qsar/