Research

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In Modeling & Simulation (M&S), we focus on fundamental research of algorithms and mathematical models of computer graphics, visualization, and visual analytics, about static and dynamic descriptions in the data. Projects in M&S are either stand-alone or derived from/related to projects from the other four research themes.


(a)
Vital Brazil et al. '10a; Proença et al. '07; (b) Streit et al. '05;
(c) Brosz et al. [
'06, '07b]; (d) Roberts et al. '10; (e) Hamdi et al. '15a.



Theses & Dissertations - PhD and MSc (Thesis-based)

Theses

01.

Terrain Modeling by Example

Brosz

MSc

02.

Balanced Multiresolution in Multilevel Focus+Context Visualization

Hasan

PhD

03.

Geologically Consistent History Matching Using Multipoint Geostatistics

Khani

PhD

04.

Constraining Wavelets for Multiresolution

Olsen

MSc

05.

Level Set Volume Segmentation using Programmable Graphics Hardware

Roberts

MSc


Other Related Projects (RT-4: M&S)

Computational Modeling & Data Analytics for Geoscience & Petroleum Engineering

Publications

01.

Rapid Reservoir Modeling (RRM)
Flow Modeling for Diagnostics (i.e., Visual/Data Analytics)

Zhang et al. '20, '18, '17

02.

Efficient Uncertainty Quantification for Reservoir Modeling

Hamdi et al. '20(a, b), '18, '17(a, b, c), '15a, '14;
Hajizadeh et al.
'13

03.

Geological Well-Test

Hamdi et al. '19b, '16, '15a, '13.
Also related: Hamdi et al.
'15d --
i.e., RT-3:
Vis&VA, Visual Steering for Geo-Well Test.

04.

Simulations, Optimization, and Data Analytics on the Huff-n-Puff Gas Injection

Hamdi et al. '21, '20(a, b), '19

05.

Geostatistical Simulations with Conditioning Hard and Soft Data

Khani et al. '18(a, b), Hamdi & Costa Sousa '16


Botanical Modeling

Publications

01.

Modelling Plant Variation through Growth

Streit et al. '06, '05



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