Publications

Peer-reviewed papers, conference proceedings, and preprints

My publications cover neural operators for seismic monitoring, explainable AI for event detection, generative models for inverse problems, and physics-informed learning for geophysical applications.

See also my profiles on Google Scholar, ORCID, and ResearchGate.

Journal articles

  • Ayrat Abdullin, Denis Anikiev, Umair Bin Waheed. “Explainable AI for microseismic event detection”. Artificial Intelligence in Geosciences (2026).
  • Ayrat Abdullin, Umair Bin Waheed, Leo Eisner, Abdullatif Al‐Shuhail. “Seismic event classification with a lightweight Fourier Neural Operator model”. Geophysical Prospecting (2026).
  • Basem Al‐Qadasi, Umair Bin Waheed, Ayrat Abdullin, Denis Anikiev, Chao Song. “U-PINO: AU-Shaped Physics-Informed Neural Operator for DAS Microseismic Source Localization With Application to FORGE DAS Data”. Geophysical Prospecting (2026).
  • Ayrat Abdullin, Umair Bin Waheed, Kanan Suleymanli, Frantisek Stanek. “Microseismic source localization using Fourier Neural Operator with application to field data from Utah FORGE”. IEEE Transactions on Geoscience and Remote Sensing (2025).
  • Ayrat Abdullin, Wenbin Xu, Maximilian Kosmicki, Sigurjon Jonsson. “Rapid Groundwater-­Related Land Subsidence in Yemen Observed by Multi-­Temporal InSAR”. Geophysical Research Abstracts (2015).

Preprints

  • Ilya Novikov, Svetlana Illarionova, Ruslan Dzharkinov, Maria Smirnova, Ayrat Abdullin, Anna Korotkova, Mariia Ulianova, Dmitrii Shadrin, Evgeny Burnaev. “Large scale cross-regional remote sensing flood monitoring framework for operative mapping and impact analysis”. arXiv preprint arXiv:2607.28401 (2026).
  • Ayrat Abdullin, Umair Bin Waheed, Leo Eisner, Naveed Iqbal. “Parameter-Efficient Transfer Learning for Microseismic Phase Picking Using a Neural Operator”. arXiv preprint arXiv:2512.13197 (2025).
  • Ayrat Abdullin, Umair bin Waheed, Leo Eisner, Naveed Iqbal. “MicroPhaseNO: Adapting an Earthquake-Trained Phase Neural Operator for Microseismic Phase Picking.”. arXiv preprint arXiv:2512.13197 (2025).

Conference proceedings & Other

  • B Al-Qadasi, U Bin Waheed, A Abdullin, Y Cui. “Eikonal-Regularized U-FNO for High-Precision DAS Microseismic Localization at the Utah FORGE Geothermal Field”. (2026).
  • A Abdullin, D Anikiev, UB Waheed. “SHAP-gated PhaseNet inference for robust microseismic event detection”. (2026).
  • A Abdullin, D Anikiev, UB Waheed. “Joint Inversion of Seismic Velocity and Source Locations via Conditional Schrödinger Bridge”. (2026).
  • Ayrat Abdullin, Umair bin Waheed, Leo Eisner. “Leveraging phase neural operator for microseismic phase arrival picking”. (2025).
  • A Abdullin, UB Waheed, Y Cui. “Seismic Event Detection with Fourier Neural Operator”. (2025).
  • A Abdullin, UB Waheed, K Suleymanli, F Stanek. “Application of Fourier neural operator-based microseismic source localization at the FORGE geothermal underground laboratory”. (2024).
  • A Abdullin, U Waheed, F Stanek. “Microseismic Source Localization at the FORGE Geothermal Site Using Fourier Neural Operator”. (2024).
  • Ayrat Abdullin, Umair Bin Waheed. “Generalization capability of data-driven deep learning models for seismic full-waveform inversion: An example using the OpenFWI dataset”. (2023).
  • Ayrat Abdullin, Umair Bin Waheed, Naveed Iqbal. “Revolutionizing seismic data compression: Unlocking the power of stable diffusion neural networks”. (2023).
  • IZ Farkhutdinov, AI Bashirov, AK Abdullin, VA Makarenko, IR Galas. “Application of The Controlled Radial Drilling Technology in The Tournaisian Reservoir at PJSC «Tatneft»”. (2021).
  • Ayrat Abdullin, Sigurjón Jónsson. “Joint Assimilation of InSAR and Water-level Data for Aquifer Parameter Estimation and Groundwater State Forecasting in Santa Clara Valley, California”. EGU General Assembly Conference Abstracts (2017).
  • Ayrat Abdullin, Sigurjon Jonsson. “Enhanced Groundwater Monitoring and Forecasting with Assimilation of InSAR and Water-level Data”. (2017).
  • Ayrat Abdullin, Sigurjon Jonsson. “Enhanced Assimilation of InSAR Displacement and Well Data for Groundwater Monitoring”. (2016).
  • Sigurjon Jonsson, Olivier Cavalié, Ahmet Akoglu, Teng Wang, Wenbin Xu, Guangcai Feng, Rishabh Dutta, Ayrat Abdullin. “Crustal Deformation at the Arabian Plate-Boundary observed by InSAR”. AGU Fall Meeting Abstracts (2013).
  • Ayrat K Abdullin, Dennis L Harry. “Isostasy and Flexural Subsidence of the Denver Basin and Rocky Mountain Front Range Uplift”. AGU Fall Meeting Abstracts (2012).
  • Dennis L HARRY, Ayrat K Abdullin. “ISOSTATIC STATE OF THE DENVER BASIN AND ROCKY MOUNTAIN FRONT RANGE UPLIFT”. 2012 GSA Annual Meeting in Charlotte (2012).
  • Ayrat Abdullin. “Geophysical constraints on the flexural subsidence of the Denver Basin”. (2012).
  • A Abdullin. “Gravimetric monitoring of the base of the mosque Kul Sharif”. (2010).