Research output per year
Research output per year
Personal profile
Research Overview
Professor Daniel Peter’s research interests are related to computational seismology and geophysical inverse problems. He focuses on enhancing numerical 3D wave propagation solvers for seismic tomography, particularly for very challenging complex regions and media. To this end, he exploits and implements high-performance computing (HPC) algorithms into 3D wave propagation solvers to better investigate such regions numerically, with the potential to highly improve resolution and reliability in seismic imaging. These techniques and solvers can be applied to hydrocarbon exploration as well as regional- and global-scale seismic tomography. Prof. Peter’s research at KAUST will focus on the development of new algorithms in seismic wave propagation and applications in seismic tomography across all scales.
Key Research Areas
Earth Science and Engineering
Expertise related to UN SDGs
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education
Geophysics, Ph.D., ETH Zurich
2008
Award Date: Jan 1 2008
Physics, M.S., ETH Zurich
1998
Award Date: Jan 1 1998
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Publications
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Constraints on the upper mantle structure beneath the Pacific from 3-D anisotropic waveform modelling
Kendall, E., Ferreira, A. M. G., Chang, S-J., Witek, M. & Peter, D., Mar 24 2021, In: Journal of Geophysical Research: Solid Earth.Research output: Contribution to journal › Article › peer-review
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Bayesian seismic inversion: Measuring Langevin MCMC sample quality with kernels
Izzatullah, M., Baptista, R., Mackey, L., Marzouk, Y. & Peter, D., Sep 25 2020, SEG Technical Program Expanded Abstracts 2020. Society of Exploration GeophysicistsResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Bayes Meets Tikhonov: Understanding Uncertainty Within Gaussian Framework for Seismic Inversion
Izzatullah, M., Peter, D., Kabanikhin, S. & Shishlenin, M., Oct 21 2020, Advanced Methods for Processing and Visualizing the Renewable Energy. Springer Singapore, p. 121-145 25 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter
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Deep Learning Tomography by Mapping Full Seismic Waveforms to Vertical Velocity Profiles
Kazei, V., Ovcharenko, O., Plotnitskii, P., Peter, D., Zhang, X. & Alkhalifah, T. A., 2020, EAGE 2020 Annual Conference & Exhibition Online. European Association of Geoscientists & EngineersResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Elastic near-surface model estimation from full waveforms by deep learning
Kazei, V., Ovcharenko, O., Plotnitskii, P., Peter, D., Alkhalifah, T. A., Silvestrov, I., Bakulin, A. & Zwartjes, P., Oct 1 2020, SEG Technical Program Expanded Abstracts 2020. Society of Exploration GeophysicistsResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Extrapolating low-frequency prestack land data with deep learning
Ovcharenko, O., Kazei, V., Plotnitskiy, P., Peter, D., Silvestrov, I., Bakulin, A. & Alkhalifah, T. A., Oct 1 2020, SEG Technical Program Expanded Abstracts 2020. Society of Exploration GeophysicistsResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Extrapolation of Low Wavenumbers in FWI Gradients by a Deep Convolutional Neural Network
Plotnitskii, P., Kazei, V., Ovcharenko, O., Peter, D. & Alkhalifah, T. A., Dec 2020, EAGE 2020 Annual Conference & Exhibition Online. European Association of Geoscientists & EngineersResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Global adjoint tomography - Model GLAD-M25
Lei, W., Ruan, Y., Bozdaǧ, E., Peter, D., Lefebvre, M., Komatitsch, D., Tromp, J., Hill, J., Podhorszki, N. & Pugmire, D., May 20 2020, In: Geophysical Journal International. 223, 1, p. 1-21 21 p.Research output: Contribution to journal › Article › peer-review
4 Scopus citations
Prizes and Honors
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Best Poster Award, Solid Earth Dynamics, Conference 2015, Platform for Advanced Scientific Computing (PASC)
Peter, Daniel (Recipient), 2015
Prize: Award or Honor › Presentation Award
Research News
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Seismic Mapping Milestone: 3-D Map of Core–Mantle Boundary, A Depth Of 1,800 Miles
03/29/17
1 item of Media coverage
Press/Media: Press / Media
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Listening to Earthquakes - From Inside Earth
09/23/16
1 item of Media coverage
Press/Media: Press / Media