Tapan Mukerji

Research interests

Publications

• Physics-informed PointNet: A deep learning solver for steady-state incompressible flows and thermal fields on multiple sets of irregular geometries

  Journal of Computational Physics · 2022 · 10.1016/j.jcp.2022.111510

• The Rock Physics Handbook

  Cambridge University Press eBooks · 2020 · https://doi.org/10.1017/9781108333016

• Prestack and poststack inversion using a physics-guided convolutional neural network

  Interpretation · 2019 · 10.1190/int-2018-0236.1

• Convolutional neural network for seismic impedance inversion

  Geophysics · 2019 · 10.1190/geo2018-0838.1

• Geological realism in hydrogeological and geophysical inverse modeling: A review

  Advances in Water Resources · 2015 · 10.1016/j.advwatres.2015.09.019

• Digital rock physics benchmarks—part II: Computing effective properties

  Computers & Geosciences · 2012 · https://doi.org/10.1016/j.cageo.2012.09.008

• Digital rock physics benchmarks—Part I: Imaging and segmentation

  Computers & Geosciences · 2012 · https://doi.org/10.1016/j.cageo.2012.09.005

• The Rock Physics Handbook: Tools for Seismic Analysis of Porous Media

  Journal · 2011

• Rock-physics diagnostics of depositional texture, diagenetic alterations, and reservoir heterogeneity in high-porosity siliciclastic sediments and rocks — A review of selected models and suggested work flows

  Geophysics · 2010 · 10.1190/1.3483770

• Seismic inversion for reservoir properties combining statistical rock physics and geostatistics: A review

  Geophysics · 2010 · 10.1190/1.3478209

• The Rock Physics Handbook

  Cambridge University Press eBooks · 2009 · https://doi.org/10.1017/cbo9780511626753

• Quantitative seismic interpretation applying rock physics tools to reduce interpretation risk

  · 2008

• Seismic inversion combining rock physics and multiple-point geostatistics

  Geophysics · 2007 · 10.1190/1.2803748

• Quantitative Seismic Interpretation

  Cambridge University Press eBooks · 2005 · 10.1017/cbo9780511600074

• Permeability prediction from thin sections: 3D reconstruction and Lattice‐Boltzmann flow simulation

  Geophysical Research Letters · 2004 · 10.1029/2003gl018761

• Stochastic reservoir characterization using prestack seismic data

  Geophysics · 2004 · 10.1190/1.1778241

• Mapping lithofacies and pore-fluid probabilities in a North Sea reservoir: Seismic inversions and statistical rock physics

  Geophysics · 2001 · 10.1190/1.1487078

• Bounds on low-frequency seismic velocities in partially saturated rocks

  Geophysics · 1998 · 10.1190/1.1444402

• Seismic pore space compressibility and Gassmann's relation

  Geophysics · 1995 · 10.1190/1.1443907

• Predicting stress-induced velocity anisotropy in rocks

  Geophysics · 1995 · 10.1190/1.1443836

Current projects

No projects listed.