https://www.alvascience.com/
#QSAR #cheminformatics #machinelearning #moleculardescriptors #compchem
Randic molecular profiles have been proposed in Randić, M. (1995). Molecular Shape Profiles. via @pubs.acs.org
doi.org/10.1021/ci00...
Check #alvaDesc at: alvascience.com/alvadesc/
Randic molecular profiles have been proposed in Randić, M. (1995). Molecular Shape Profiles. via @pubs.acs.org
doi.org/10.1021/ci00...
Check #alvaDesc at: alvascience.com/alvadesc/
HATSw – GETAWAY descriptors have been proposed in "Structure/Response Correlations and Similarity/Diversity Analysis by..." doi.org/10.1021/ci01... via @pubs.acs.org
Check #alvaDesc at: alvascience.com/alvadesc/
HATSw – GETAWAY descriptors have been proposed in "Structure/Response Correlations and Similarity/Diversity Analysis by..." doi.org/10.1021/ci01... via @pubs.acs.org
Check #alvaDesc at: alvascience.com/alvadesc/
HATSkw – GETAWAY descriptor has been proposed in "Structure/Response Correlations and Similarity/Diversity Analysis..." doi.org/10.1021/ci01... via @pubs.acs.org
Check #alvaDesc at: alvascience.com/alvadesc/
HATSkw – GETAWAY descriptor has been proposed in "Structure/Response Correlations and Similarity/Diversity Analysis..." doi.org/10.1021/ci01... via @pubs.acs.org
Check #alvaDesc at: alvascience.com/alvadesc/
HTw – GETAWAY descriptor has been proposed in "Structure/Response Correlations and Similarity/Diversity Analysis by..." doi.org/10.1021/ci01... via @pubs.acs.org
Check #alvaDesc at: alvascience.com/alvadesc/
HTw – GETAWAY descriptor has been proposed in "Structure/Response Correlations and Similarity/Diversity Analysis by..." doi.org/10.1021/ci01... via @pubs.acs.org
Check #alvaDesc at: alvascience.com/alvadesc/
Hkw – GETAWAY descriptor has been proposed in "Structure/Response Correlations and Similarity/Diversity Analysis by..." doi.org/10.1021/ci01... via @pubs.acs.org
Check #alvaDesc at: alvascience.com/alvadesc/
Hkw – GETAWAY descriptor has been proposed in "Structure/Response Correlations and Similarity/Diversity Analysis by..." doi.org/10.1021/ci01... via @pubs.acs.org
Check #alvaDesc at: alvascience.com/alvadesc/
alvaQSAR includes validated QSAR models to predict whether a chemical is Readily Biodegradable according to #OECD & #REACH.
Built from 1,722 compounds, the models use kNN, PLS-DA, SVM + a consensus classifier for robust predictions
#ECHA #alvaQSAR
We’re happy to share that all #Alvascience software tools - alvaDesc, alvaModel, alvaBuilder, alvaRunner, and alvaMolecule - are fully compatible with macOS Tahoe.
🔗 Learn more about our tools: alvascience.com
#macOS #Tahoe #software #cheminformatics #chemsky
We’re happy to share that all #Alvascience software tools - alvaDesc, alvaModel, alvaBuilder, alvaRunner, and alvaMolecule - are fully compatible with macOS Tahoe.
🔗 Learn more about our tools: alvascience.com
#macOS #Tahoe #software #cheminformatics #chemsky
HIC – GETAWAY descriptor has been proposed in "Structure/Response Correlations and Similarity/Diversity Analysis by..." doi.org/10.1021/ci01... via @pubs.acs.org
Check #alvaDesc at: alvascience.com/alvadesc/
HIC – GETAWAY descriptor has been proposed in "Structure/Response Correlations and Similarity/Diversity Analysis by..." doi.org/10.1021/ci01... via @pubs.acs.org
Check #alvaDesc at: alvascience.com/alvadesc/
Patel et al. (2026) used alvaDesc to calculate 5,000+ molecular descriptors for predicting key fuel properties with ANN models — identifying terpenes like farnesene, β-pinene, and bisabolene as promising diesel substitutes.
Patel et al. (2026) used alvaDesc to calculate 5,000+ molecular descriptors for predicting key fuel properties with ANN models — identifying terpenes like farnesene, β-pinene, and bisabolene as promising diesel substitutes.
HIC – GETAWAY descriptor has been proposed in "Structure/Response Correlations and Similarity/Diversity Analysis by..." doi.org/10.1021/ci01... via @pubs.acs.org
Check #alvaDesc at: alvascience.com/alvadesc/
HIC – GETAWAY descriptor has been proposed in "Structure/Response Correlations and Similarity/Diversity Analysis by..." doi.org/10.1021/ci01... via @pubs.acs.org
Check #alvaDesc at: alvascience.com/alvadesc/
ISH – GETAWAY descriptor has been proposed in "Structure/Response Correlations and Similarity/Diversity Analysis by..." doi.org/10.1021/ci01... via
@pubs.acs.org
Check #alvaDesc at: alvascience.com/alvadesc/
ISH – GETAWAY descriptor has been proposed in "Structure/Response Correlations and Similarity/Diversity Analysis by..." doi.org/10.1021/ci01... via
@pubs.acs.org
Check #alvaDesc at: alvascience.com/alvadesc/
Our Japanese reseller AffinityScience is hosting a webinar on Dec 16 (Tue) to introduce the new features of alvaModel 3.0.
🔗 Details (JP): affinity-science.com/news_2025111...
#alvaModel #QSAR #Cheminformatics #MachineLearning #Alvascience #chemsky #webinar
Our Japanese reseller AffinityScience is hosting a webinar on Dec 16 (Tue) to introduce the new features of alvaModel 3.0.
🔗 Details (JP): affinity-science.com/news_2025111...
#alvaModel #QSAR #Cheminformatics #MachineLearning #Alvascience #chemsky #webinar
ITH – GETAWAY descriptor has been proposed in "Structure/Response Correlations and Similarity/Diversity Analysis by..." doi.org/10.1021/ci01... via
@pubs.acs.org
Check #alvaDesc at: alvascience.com/alvadesc/
ITH – GETAWAY descriptor has been proposed in "Structure/Response Correlations and Similarity/Diversity Analysis by..." doi.org/10.1021/ci01... via
@pubs.acs.org
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/
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...
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/
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