Skip to content
DraconiticResearch
Search Sources API
186,086 studies31 sourcesUpdated 50 min ago
Peer-reviewedCC BYMolecules (Basel, Switzerland)

Topology-Guided Multi-Level Graph Learning: A Unified Framework for Molecular Property Prediction

  • Hasnain Ali1
  • Momina Arshad1
  • Malik Ahsin Iqbal1
  • Motasem S. Alsawadi2
  • Fahad Alghannam3
  1. 1Abdus Salam School of Mathematical Sciences, Government College University, Lahore 54600, Pakistan; (H.A.); (M.A.); (M.A.I.)
  2. 2Institute of Next Generation Connectivity, King Abdulaziz City for Science and Technology (KACST), Riyadh 12354, Saudi Arabia
  3. 3Microelectronics and Semiconductors Institute, King Abdulaziz City for Science and Technology (KACST), Riyadh 12354, Saudi Arabia
Read full textPDFCite

Related

  1. Polymer Property Prediction via an Automated Molecular Dynamics Pipeline and Transfer Learning
    Jeffrey N. Law, Daria Lazarenko, Timotej Bernat +2
    ChemRxivPreprintCC BY-NCFull textMaterials & polymersChemRxiv
  2. When Do Models Win? A Learning Curve Benchmark for Molecular Property Prediction in Low-Data Regimes
    Junho Lee¹
    ChemRxivPreprintCC BYFull textGeneral chemistryChemRxiv
  3. Weighted Views Representation with Multi-Head Coulomb Attention for Molecular Property Prediction
    Muhammad Shahzeb Ali, Martin J. Mohlenkamp
    ACS OmegaPeer-reviewedCC BY-NC-ND 4.0Full textGeneral chemistryCrossref
  4. Beyond conventional sequence-based encoding: a generalized Machine Learning pipeline for oligonucleotide property prediction
    Margherita Lapillo, Maicol Bissaro, Iuni M. L. Trist +3
    ChemRxivPreprintLicence not statedGeneral chemistryChemRxiv
  5. MolExplain: An Interactive Tool for Explainable Molecular Property Prediction
    Pirm Dhararag, Dylan Cashman
    arXivPreprintarXiv licenceFull textPhysical chemistryarXiv

Cite

BibTeXRIS
BibTeX
@article{ali2026topologyguided,
  title = {{Topology-Guided Multi-Level Graph Learning: A Unified Framework for Molecular Property Prediction}},
  author = {Hasnain Ali and Momina Arshad and Malik Ahsin Iqbal and Motasem S. Alsawadi and Fahad Alghannam},
  journal = {Molecules (Basel, Switzerland)},
  year = {2026},
  month = sep,
  url = {https://europepmc.org/article/PMC/PMC13666388},
  note = {CC BY},
}
RIS
TY  - JOUR
TI  - Topology-Guided Multi-Level Graph Learning: A Unified Framework for Molecular Property Prediction
AU  - Hasnain Ali
AU  - Momina Arshad
AU  - Malik Ahsin Iqbal
AU  - Motasem S. Alsawadi
AU  - Fahad Alghannam
PY  - 2026
DA  - 2026/09/27
JO  - Molecules (Basel, Switzerland)
UR  - https://europepmc.org/article/PMC/PMC13666388
SN  - 1420-3049
ER  -