Umar Ashraf

Umar Ashraf

Yunnan University

H-index: 23

Asia-China

About Umar Ashraf

Umar Ashraf, With an exceptional h-index of 23 and a recent h-index of 23 (since 2020), a distinguished researcher at Yunnan University, specializes in the field of Prospect Evaluation and Field Development, Machine Learning for CO2 Storage, Reservoir Quality Prediction, Lake Sedimentation, U.

His recent articles reflect a diverse array of research interests and contributions to the field:

Improved Prediction of Thin Reservoirs in Complex Structural Regions Using Post-stack Seismic Waveform Inversion: A Case Study in the Junggar Basin

Early-Middle Holocene high lake levels of Rinqen Shubtso on the southern Tibetan Plateau and the formation mechanisms

Data-driven lithofacies prediction in complex tight sandstone reservoirs: a supervised workflow integrating clustering and classification models

Assessment of lake-level variations to decipher geological controlling factors and depositional architecture of Lake Fuxian, Yunnan Plateau: preliminary insights from …

Structural styles and impact of fault subsidence in the lake fuxian basin and adjacent area

Structural Geology and Chronology of Shear Zones along the Shangdan Suture in Qinling Orogenic Belt, China: Implications for Late Mesozoic Intra-Continental Deformation of East …

Quantitative Characterization of Shallow Marine Sediments in Tight Gas Fields of Middle Indus Basin: A Rational Approach of Multiple Rock Physics Diagnostic Models

Evaluation of facies heterogeneity in reef carbonate reservoirs: A case study from the oil field, Perm Krai, Central-Eastern Russia

Umar Ashraf Information

University

Position

Postdoctoral Fellow of Geophysics

Citations(all)

1292

Citations(since 2020)

1292

Cited By

82

hIndex(all)

23

hIndex(since 2020)

23

i10Index(all)

35

i10Index(since 2020)

35

Email

University Profile Page

Yunnan University

Google Scholar

View Google Scholar Profile

Umar Ashraf Skills & Research Interests

Prospect Evaluation and Field Development

Machine Learning for CO2 Storage

Reservoir Quality Prediction

Lake Sedimentation

U

Top articles of Umar Ashraf

Title

Journal

Author(s)

Publication Date

Improved Prediction of Thin Reservoirs in Complex Structural Regions Using Post-stack Seismic Waveform Inversion: A Case Study in the Junggar Basin

Canadian Geotechnical Journal

Muhammad Ali

Peimin Zhu

Ren Jiang

Ma Huolin

Umar Ashraf

2024/3/6

Early-Middle Holocene high lake levels of Rinqen Shubtso on the southern Tibetan Plateau and the formation mechanisms

Science of The Total Environment

Youhong Gao

Hucai Zhang

Xiaonan Zhang

Lizeng Duan

Guoliang Lei

...

2024/1/1

Data-driven lithofacies prediction in complex tight sandstone reservoirs: a supervised workflow integrating clustering and classification models

Geomechanics and Geophysics for Geo-Energy and Geo-Resources

Muhammad Ali

Peimin Zhu

Ren Jiang

Ma Huolin

Umar Ashraf

...

2024/12

Assessment of lake-level variations to decipher geological controlling factors and depositional architecture of Lake Fuxian, Yunnan Plateau: preliminary insights from …

Geomechanics and Geophysics for Geo-Energy and Geo-Resources

Umar Ashraf

Hucai Zhang

Aqsa Anees

Xiaonan Zhang

Lizeng Duan

2024/12

Structural styles and impact of fault subsidence in the lake fuxian basin and adjacent area

Marine Geophysical Research

Aqsa Anees

Hucai Zhang

Umar Ashraf

Xiaonan Zhang

Lizeng Duan

2024/6

Structural Geology and Chronology of Shear Zones along the Shangdan Suture in Qinling Orogenic Belt, China: Implications for Late Mesozoic Intra-Continental Deformation of East …

Journal of Earth Science

Falak Sheir

Wei Li

Le Zhang

Basil Alabowsh

Liuqing Jiang

...

2024/4

Quantitative Characterization of Shallow Marine Sediments in Tight Gas Fields of Middle Indus Basin: A Rational Approach of Multiple Rock Physics Diagnostic Models

Processes

Muhammad Ali

Umar Ashraf

Peimin Zhu

Huolin Ma

Ren Jiang

...

2023/1/18

Evaluation of facies heterogeneity in reef carbonate reservoirs: A case study from the oil field, Perm Krai, Central-Eastern Russia

Geoenergy Science and Engineering

Dmitriy A Martyushev

Polina O Chalova

Shadfar Davoodi

Umar Ashraf

2023/8/1

Formation Mechanism of Thick Coal Seam in the Lower Indus Basin, SE Pakistan

Natural Resources Research

Hassan Nasir Mangi

Ru′ an Chi

Jun Zhao

Detian Yan

Lara Sindhu

...

2023/2

Improving predictions of shale wettability using advanced machine learning techniques and nature-inspired methods: Implications for carbon capture utilization and storage

Science of The Total Environment

Hemeng Zhang

Hung Vo Thanh

Mohammad Rahimi

Watheq J Al-Mudhafar

Suparit Tangparitkul

...

2023/6/15

A novel machine learning approach for detecting outliers, rebuilding well logs, and enhancing reservoir characterization

Natural Resources Research

Muhammad Ali

Peimin Zhu

Ma Huolin

Heping Pan

Khizar Abbas

...

2023/6

A multidisciplinary approach to facies evaluation at regional level using well log analysis, machine learning, and statistical methods

Geomechanics and Geophysics for Geo-Energy and Geo-Resources

Jar Ullah

Huan Li

Umar Ashraf

Muhsan Ehsan

Muhammad Asad

2023/12

Mineralogy and PGE geochemistry of chromitites and peridotites of the sapat complex in the indus suture zone, northern Pakistan: implications for magmatic processes in the …

International Geology Review

Zaheen Ullah

Huan Li

Asad Khan

Shah Faisal

Yildirim Dilek

...

2023/5/31

Reservoir characterization through comprehensive modeling of elastic logs prediction in heterogeneous rocks using unsupervised clustering and class-based ensemble machine learning

Applied Soft Computing

Muhammad Ali

Peimin Zhu

Ren Jiang

Ma Huolin

Muhsan Ehsan

...

2023/11/1

Depositional and diagenetic modeling of the Margala Hill Limestone, Hazara area (Pakistan): Implications for reservoir characterization using outcrop analogues

Geoenergy Science and Engineering

Shuja Ullah

Muhammad Hanif

Ahmed E Radwan

Chuanxiu Luo

Nazir Ur Rehman

...

2023/5/1

Knowledge-based machine learning for mineral classification in a complex tectonic regime of Yingxiu-Beichuan fault zone, Sichuan basin

Geoenergy Science and Engineering

Jar Ullah

Huan Li

Umar Ashraf

Pan Heping

Muhammad Ali

...

2023/10/1

Possible seismo-ionospheric anomalies associated with Mw> 5.0 earthquakes during 2000–2020 from GNSS TEC

Advances in Space Research

Munawar Shah

Ayesha Abbas

Muhammad Arqim Adil

Umar Ashraf

Jośe Francisco de Oliveira-Júnior

...

2022/4/16

Sedimentary Facies Controls for Reservoir Quality Prediction of Lower Shihezi Member-1 of the Hangjinqi Area, Ordos Basin

Minerals

Aqsa Anees

Hucai Zhang

Umar Ashraf

Ren Wang

Kai Liu

...

2022/2

Estimation of porosity and facies distribution through seismic inversion in an unconventional tight sandstone reservoir of Hangjinqi area, Ordos basin

Frontiers in Earth Science

Umar Ashraf

AQSA ANEES

Wanzhong Shi

Ren Wang

Muhammad Ali

...

2022

Aqsa Anees1, Hucai Zhang1, Umar Ashraf1, Ren Wang2, 3, Hung Vo Thanh4, Ahmed E. Radwan5, Jar Ullah6, Ghazanfer Raza Abbasi7, Ibrar Iqbal8, Nafees Ali9, 10, Xiaonan Zhang1 …

A Anees

H Zhang

U Ashraf

R Wang

HV Thanh

...

2022

See List of Professors in Umar Ashraf University(Yunnan University)

Co-Authors

H-index: 18
Hung Vo Thanh

Hung Vo Thanh

Seoul National University

H-index: 12
Muhammad Ali

Muhammad Ali

China University of Geosciences Wuhan

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